The coordination layer that directs multiple agents, keeps state and logs every step traceably.
Category · Agentics
Why orchestration.
As soon as several agents work in parallel — data preparation, classification, decisioning, execution — you need a coordination layer. It distributes tasks, holds state, handles handoffs and writes traceable logs.
Without orchestration, multi-agent architectures collapse fast into a tangle that's hard to debug.
What good orchestration looks like.
Deterministic where it can be (order, idempotency, retries) and probabilistic where it must be (choosing the next step). It has clear escalation logic into humans when the agent is uncertain. And it stores every transition — not just outcomes, but decisions.
