New in Claude Managed Agents: dreaming, outcomes, and multiagent orchestration | Claude

The multiagent orchestration features directly enhance Zac's Claude-powered orchestrator that coordinates rails-expert, test-engineer, and investigator agents — parallel agent execution could dramatically speed up multi-app tasks like coordinated deployments or cross-app refactoring. The "outcomes" quality bar feature is particularly valuable for ensuring the test-engineer agent meets coverage thresholds before deployments proceed via Capistrano. "Dreaming" (likely offline learning/reflection) could allow agents to improve prompt strategies over time based on past task results stored in ai_tracker or task_tracker.