Case & CodeA FIELD GUIDE TO AI
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Intermediate

Orchestration

Also: agent orchestration

In plain words

Managing the steps in a workflow. It sets which step runs next and how results pass between tools.

The fuller definition

Orchestration coordinates tasks, tools, state, and handoffs across components of a workflow or agent system.

The agent loop
  1. ObserveRead the task, the current state, and the last result.
  2. DecidePropose the next action: a search, a file read, a calculation.
  3. ActThe harness runs the action, if permitted.
  4. CheckStop condition met? If not, loop again.

The model proposes; the surrounding software executes and records. Where the loop may act, and when it must stop and ask, are decisions made outside the model.

A concrete example

An orchestrator sends separate document batches for extraction, then assembles results for review.

The distinction that matters

Adding coordination also adds failure points and overhead; more agents do not automatically improve quality.

Related terms

Where it is taught

Prompts, skills, workflows, and agents

Source and further reading

Anthropic · Building effective agents

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