Anthropic previews Claude Code ‘dynamic workflows’ for agent swarms

Anthropic has just rolled out a Claude Code research preview called dynamic workflows, letting Claude generate an orchestration script and coordinate fleets of subagents. It targets big jobs like migrations and bug hunts, but can burn tokens quickly. Available on Max, Team, Enterprise, and APIs.

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TL;DR

  • Dynamic workflows (research preview): Claude generates orchestration scripts and coordinates a large fleet of subagents
  • Prompt trigger: Including “workflow” in a prompt is enough to start
  • Use cases: Service-wide bug hunts, large migrations, design stress-testing when one agent loop is insufficient
  • Cost caution: Can consume tokens quickly; recommended to start with a scoped task
  • New setting: /effort ultracode runs at “xhigh” and lets Claude decide when to use dynamic workflows
  • Availability and sharing: On Max/Team/Enterprise/API (Bedrock, Vertex AI, Foundry); reusable via project slash commands or home directory; default on for Max/Team, Enterprise opt-in

Anthropic’s Claude Code has a research preview called “dynamic workflows,” according to a post from ClaudeDevs. The company states that Claude can write “an orchestration script on the fly” and then spin up “a large fleet of coordinated subagents” to handle larger tasks. The post adds that including the word “workflow” in a prompt is enough to get started.

ClaudeDevs describes the feature as useful for work that is too large for a single agent loop, including “service-wide bug hunts,” “large migrations,” and stress-testing a design. The company also warns that these workflows can be expensive, since they can “consume a lot of tokens fast,” and recommends starting with a scoped task first. Another post mentions a new /effort ultracode setting that runs at “xhigh” and lets Claude decide when a task warrants a dynamic workflow.

The company also says workflows are reusable. They can be saved as a slash command in a project to share with a team, or stored in a home directory for broader use. ClaudeDevs pointed to a blog post for more on the orchestration and to docs for setup details.

ClaudeDevs says the feature is available today on Max, Team, Enterprise, and via the API, including Bedrock, Vertex AI, and Foundry. It is on by default for Max and Team, while Enterprise admins can opt in through managed settings.

Source: ClaudeDevs on X

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