Agent orchestration is the engineering discipline of coordinating AI agents, tools, and workflow steps into reliable systems: routing tasks, managing state and
It is the engineering discipline of coordinating AI agents, tools, and workflow steps into reliable systems: routing tasks, managing state and memory across steps, handling failures and retries, enforcing budgets, and tracing every action. It is to the agent era what container orchestration was to the cloud era.
Orchestration frameworks such as LangGraph and CrewAI handle routing, state, and control flow, paired with observability tooling that traces each step. Together they form the standard 2026 stack that turns individual agent capabilities into dependable, auditable fleets.