Anthropic's dynamic workflows let Claude coordinate its own agents

How Anthropic’s Dynamic Workflows Coordinate Claude Agents

Anthropic's dynamic workflows have Claude plan multi-agent collaboration itself and write the orchestration program that launches agents, collects results and manages the information flow. Developers no longer need to preconfigure a coordinator and subagent roster, though they can still pass in preconfigured specialist subagents and view task handoffs in the Claude Console. In a stock watchlist scan demo, the workflow surfaced more detail than a single agent, at much higher cost. Developers can set a session budget, and the model does not know its own budget while running.

Why it matters: Anthropic's dynamic workflows let Claude organize multi-agent collaboration on its own, and the stock scan demo shows the tradeoff between richer detail and much higher cost.