Anthropic updates Claude Managed Agents with three new features
Source: 9to5Mac
Anthropic launched Claude Managed Agents last month, greatly simplifying the work required to build and deploy cloud‑hosted AI agents. This week, Claude Managed Agents are becoming more capable with three new features.
Anthropic releases dreaming, outcomes, and multiagent orchestration for Claude Managed Agents
The first new feature is called dreaming, which Anthropic classifies as a research preview. Anthropic says dreaming extends Claude’s memory capabilities “by reviewing past sessions to find patterns and help agents self‑improve.”
Dreaming is a scheduled process that reviews your agent sessions and memory stores, extracts patterns, and curates memories so your agents improve over time. You decide how much control you want: dreaming can update memory automatically, or you can review changes before they land.
Anthropic describes how memory and dreaming work together to improve Claude Managed Agents:
Together, memory and dreaming form a robust memory system for self‑improving agents. Memory lets each agent capture what it learns as it works. Dreaming refines that memory between sessions, pulling shared learnings across agents and keeping it up‑to‑date.
The second feature, outcomes, lets you define what a successful result looks like for the agent. With outcomes, you write a rubric describing success, and the agent works toward it. A separate grader evaluates the output against your criteria in its own context window, so it isn’t influenced by the agent’s reasoning. When something isn’t right, the grader pinpoints what needs to change and the agent takes another pass.
You can also define an outcome, let the agent run, and receive a webhook notification when it’s done.
The third feature, multi‑agent orchestration, is a tool that “lets a lead agent break the job into pieces and delegate each one to a specialist with its own model, prompt, and tools.” For example, a lead agent can run an investigation while sub‑agents fan out through deploy history, error logs, metrics, and support tickets.
These specialists work in parallel on a shared filesystem and contribute to the lead agent’s overall context. The lead agent can check back in with other agents mid‑workflow because events are persistent and every agent remembers what it’s done.
Anthropic notes that companies like Netflix are already using multi‑agent orchestration for their platform teams.
You can learn more about Claude Managed Agents and the three new features launching this week from Anthropic.
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