AI Research Atlas

Managed Agents: dreaming, outcomes and multiagent orchestration

Anthropic · 6 May 2026

Claude Managed Agents add 'dreaming' (scheduled review of past sessions to improve memory), outcome rubrics with a separate grader, and multiagent orchestration.

Memory (public beta 2026-04-23) lets agents learn per session; dreaming curates memory between sessions across agents; outcomes grades work against a written rubric in its own context window; orchestration and webhooks let agents coordinate. Dreaming is a research preview.

Date
Wednesday, 6 May 2026
Lab
Anthropic
Kind
feature
Access
closed API

The dates conflict. Platform release notes list orchestration, outcomes and the dreaming preview on 2026-05-06, while the blog post is dated 2026-05-19, and the earlier date is used.

Sources

  1. claude.com/blog/new-in-claude-managed-agents
  2. claude.com/blog/claude-managed-agents-memory
  3. platform.claude.com/docs/en/release-notes/overview

This record was checked against its sources on 6 October 2026. How we check

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