AI agents need layered isolation, permission, recovery, and observability infrastructure to prevent catastrophic failures

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Original Report

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Deploying AI agents without deliberate integration of sandboxing, authorization, durable recovery, tracing, and adversarial testing leaves them one bad tool call away from destroying environments, so these separate infrastructure components must be combined.