Claude Managed Agents adds dreaming, outcomes, and multiagent orchestration

Claude Managed Agents has long faced a fundamental tension: agents can follow instructions capably in a single session, but they don’t learn from past work, self-correct without human oversight, or divide complex jobs across specialists.

Without memory, feedback loops, or delegation, agents stall on multi-hour or multi-team tasks.

This update directly addresses those gaps by layering in dreaming, outcomes, and multiagent orchestration as first-class capabilities.