The evolution of agentic surfaces: building with Claude Managed Agents (claude.com)

Anthropic has announced Claude Managed Agents, a significant advancement designed to streamline the deployment of AI agents in production environments. This development addresses common challenges teams face when operationalizing AI, such as security, state management, and scaling infrastructures. By providing a suite of composable APIs, Claude Managed Agents allows developers to transition from prototype to launch rapidly—within days rather than months. The architecture separates the agent's reasoning (the “brain”) from the execution environment (the “hands”), improving security and performance by keeping sensitive credentials isolated and reducing unnecessary latency during execution. The managed infrastructure allows for reliable and persistent sessions, enabling developers to track and manage agent performance more effectively. Features like session logging and observability through event streaming facilitate real-time updates and enable sessions to be paused and resumed seamlessly. The integration of session memory and memory refinement processes, such as “Dreaming,” further enhances the agents' capability to learn and improve over time. By offering both Anthropic-managed and self-hosted cloud options, Claude Managed Agents promises flexibility and scalability, making it an invaluable asset for various industries looking to harness AI-driven workflows efficiently.