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Orchestration

When one agent isn’t enough. Orchestration frameworks let you wire multiple agents into a graph, a team, or a swarm — with stateful execution, durable workflows, and inter-agent messaging. Most are LLM-agnostic.

Frequently asked

About orchestration

What is agent orchestration?+

Agent orchestration is the layer above a single agent — frameworks that coordinate multiple agents through a graph, team, or swarm. They handle stateful execution, message passing, retries, and durable workflows.

When do I need an orchestration framework?+

When one agent isn’t enough: long-running workflows, parallel agents specializing in different roles, or systems that need to survive restarts. For a single linear task, a CLI agent or agent SDK is simpler.

Are orchestration frameworks tied to a specific LLM?+

Most are LLM-agnostic — LangGraph, CrewAI, AutoGen all support multiple providers. The orchestration layer is structural; the LLM is a swappable backend.

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