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The attack demonstrates that the unauthenticated nature of Sentry DSNs creates an exploitable input channel for prompt-injection-style attacks against coding agents, and that the only control that worked in the reported case was the model's own judgment — a defense the post explicitly flags as unreliable.
Developers building production agents should treat LLM-as-a-judge proxies like CrabTrap as observability and logging tools rather than security boundaries, and must account for judge timeouts, missing conversation context, and adversarial manipulation before relying on them to block harmful actions.