01 Anthropic AgentsDev tools

Claude Managed Agents dynamic workflows (beta): agents write their own multi-agent jobs

Concept illustration (generated)

What is it?

A Managed Agents agent can now write a workflow (a program that runs many agents in phases and merges their results) and run it server-side in the background. The target is large jobs, such as reviewing hundreds of documents. You turn it on with the agent's multiagent field and track progress through workflow_run.* events.

Why does it matter?

It can take over fan-out work without you writing orchestration code. That may cut the effort behind bulk document or code review pipelines. The notes did not cover cost or agent-count limits, so try it on a small job first.

Maturity

BetaBeta; requires the managed-agents-2026-04-01 header. Only the release note was read, not the detailed Workflow runs docs.

How to track it

  • General availability without the beta header: check the Claude platform release notes for Managed Agents entries weekly.
  • The still-unconfirmed run costs and agent-count limits: read the detailed Workflow runs docs in the platform documentation first.
  • Changes to the workflow_run.* events or the multiagent field: watch the same release notes for follow-up entries.

More from the same day