#1Anthropic Unveils "Dreaming" for Claude Managed Agents, Ships Outcomes and Multi-Agent Orchestration to Public Beta
Anthropic launched "dreaming," a new capability that lets Claude Managed Agents review past sessions, distill learnings into plain-text notes and structured playbooks, and self-improve over time — without modifying model weights. Alongside dreaming (now in research preview), the company moved outcomes (rubric-based self-evaluation) and multi-agent orchestration (parallel specialist delegation) into public beta. Early adopter Harvey reports a 6x increase in task completion rates; Netflix is processing logs from hundreds of builds simultaneously with multi-agent orchestration.
