Managed Agents 확장하기: 두뇌와 손을 분리하기

Anthropic's Managed Agents architecture decouples the agentic harness from execution sandboxes, enabling stateless operations and seamless model evolution without outdated assumptions. This design achieves significant performance gains—reducing p50 TTFT by ~60% and p95 by 90%+—while strengthening security by isolating credentials from untrusted code environments. By adopting OS-inspired abstractions with event-sourced session logs, the system transcends the model's context window limitations and creates a durable foundation for long-running agent sessions.