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Anthropic dynamic workflows enter public beta with up to 1,000 agents per run

Dynamic workflows are now in public beta for Claude Managed Agents, letting a single run use up to 1,000 agents with Claude writing the program that distributes tasks, under a current concurrency limit of 64.

Wes Roth
@WesRothArchived 21 days agoOriginally posted 2026.10.10
Wes Roth @WesRothOriginally posted 2026.10.10
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Anthropic’s new dynamic workflows can use up to 1,000 agents across a single run. They’re now in public beta for Claude Managed Agents. The detail worth watching is how that work gets coordinated. Claude writes the program that distributes tasks and brings the results together. The current concurrency limit is 64, and every agent consumes tokens. I think this is promising for large research and review jobs. The test is whether the extra agents produce enough useful work to justify the bill.

This post quotes another post: “Claude Managed Agents dynamic workflows enter public beta”

x.com/wesroth/status/2108690806400057376Archived 2026.10.11 10:26