Dylan Di Filippo
Dylan Di FilippoAI journal

Managed Agents executes dynamic multi-agent workflows

Builder

AnthropicAPI & integrations

Managed Agents executes dynamic multi-agent workflows

An agent can write an orchestration program that divides the work into phases and then collects the results.

beta

Facts, analysis and limits

Verified facts

  • Beta header managed-agents-2026-04-01.
  • Configuration multiagent_20261001 with workflows enabled.
  • Server execution in the background, followed by workflow_run.* events.

What changes

More explicit orchestration for tasks with many elements.

Practical implication

Test on a limited batch and trace cost, parallelism and consolidation of results.

Availability

Belgium/EEA: not specified in the source; access depends on the plan, rollout and administrator settings.

Limits and uncertainty

No independent product testing or account-access check was performed for this entry.

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