A Phased Architecture for Complex CoA Phased Architecture for Complex Context Understanding AI agents are no longer just “LLM + prompt”. Real-world agents must reason, remember, act, and adapt across long-running tasks, multiple systems, and evolving context. This article presents a phased architecture for building scalable AI agents — from naive prompt-based