research infrastructure

Product news: Claude Managed Agents adds dynamic workflows for larger tasks, making coverage records more important

Anthropic

AI Product and Learning Report

Anthropic's October 9 platform notes introduce dynamic workflows in beta for Claude Managed Agents. An agent can organise work into phases, run multiple agents, and combine results while the server executes the workflow in the background. This October 11 report considers large document collections. OpenAI's workflow guidance and Gemini's course-context tools provide comparisons: faster processing is useful only when reviewers can see which items were examined, omitted, or left unresolved.