Swarm: orchestrate thousands of agents
Swarm Product Agents Docs Pricing Get access Run a thousand agents as one. Swarm schedules, routes and supervises AI agents across your stack, and runs their work in parallel. Start building Read the docs swarm.dispatch(task) orchestrator · 18 tasks queued agent/research ● 12 replicas agent/writer ● 4 replicas agent/review ● 2 replicas agent/deploy ○ waiting 4 agents · 18 tasks in flight · 0 conflicts Used by teams at Northwind Halcyon Parallax Meridian Kestrel Built for running agents in production. Routing, memory, supervision, fan-out, tracing and guardrails all come with the orchestrator. Smart routing Send every task to the agent best equipped for it, based on skills, cost and live load. Shared memory Agents read and write one consistent context, so nobody does the same work twice. Supervisors Retry, escalate or hand off automatically when an agent gets stuck or drifts. Fan-out, fan-in Split big jobs across hundreds of workers and merge the results deterministically. Live traces W