Why Every Multi-Agent System Needs a Deliberate Orchestrator: The Critical Coordination Layer

Recent research reveals that multi-agent systems without deliberately designed orchestrators are fundamentally broken at scale. The orchestrator—not the agents themselves—determines success or failure by managing task decomposition, routing agents optimally, maintaining state consistency, and handling errors. This critical but often overlooked architectural layer transforms independent agents into a coherent, resilient system.