Claude Managed Agents - How to Build a GitHub Repo Review Agent

Creating an AI agent almost always requires much more than crafting a prompt. A model, infrastructure, execution logic, runtime, and hosting are typically required. That is where Claude Managed Agents transform the game. By leaving the responsibility of the orchestration layer up to the Claude team, you can define the agent’s behavior by crafting prompts, providing tools, and establishing constraints. Then the Anthropic managed cloud runtime will take care of the execution session, execution env