AI Architecture Patterns: Routers, Planner-Worker Loops, Memory Layers, and Evaluation Guardrails

TLDR: A single agent loop is enough for a demo, but production AI systems need explicit layers for routing, execution, memory, and evaluation. Those layers determine safety, latency, cost, and traceability far more than model choice alone. TLDR: Prod...