Methodologies and techniques to verify the operational and behavioral limits of agentic AI systems, evaluating reasoning capabilities, decision-making autonomy, complex task management, and boundary conditions. Includes robustness tests for LLM-based agents, constraint policy validation, failure mode analysis in multi-step scenarios, and verification of behavioral consistency under stress or adversarial input.