Claude Managed Agents now ship Dreaming, a memory consolidator that learns from session logs without overwriting your data

Multi-agent orchestration runs up to 20 specialized agents in parallel, useful for blog cluster ships and inventory sweeps

Result loops let agents self-check outputs against a rubric before returning, saving you a manual QA pass

Webhooks plug agent runs into Slack, Shopify, or any external system without polling cron jobs

The Anthropic dev conference in San Francisco dropped a quiet bomb on Claude Managed Agents this week. Four features at once. Dreaming in testing, plus three public betas (multi-agent orchestration, result loops, webhooks). I spent yesterday rerouting parts of my one-person studio around them.

Dreaming, or how Claude Managed Agents learn while you sleep

Dreaming is the headline. It is in testing, not public beta yet, so treat this section as a heads-up and not a how-to. The mechanic is simple to describe and hard to build.…