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2026-04-20 17:18
Why Claude Managed Agents Fail in Production - And How to Fix It
Straight Answer
Claude Managed Agents execute multi-step tasks - tool calls, data retrieval, synthesis - but without external controls, they fail silently. No checkpoint, no validation, no recovery. The value is not in the agent's reasoning. It is in the system you build around it: input validation, persistent state, output verification, structured error handling. These constraints make it produc...