Engineering The Verification Trap: Why Agentic AI Fails in Production Stop relying on LLMs to verify LLMs. A deterministic verification layer for agentic AI is the only path to production. AI EngineeringDevOpsSoftware Architecture August 30, 2026 • 6 min