Managed AI Agent Runtimes Still Require Custom Control Plane, Expert Argues

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A tech industry commentator argues that while managed AI agent runtimes simplify infrastructure, teams must retain control over a separate control plane for operational oversight. This control plane would manage execution journals for auditing, enable replay of failed runs, enforce approval gates for critical actions, and handle model-routing policies. The author emphasizes that using a hosted runtime reduces operational burden but should not compromise transparency. The core recommendation is to let platforms handle commodity infrastructure while keeping governance and evidence portable for team investigation.

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