AI coding agents now run real shell commands. Most "guardrails" log the damage after the fact. gate.
Source: [Dev.to](https://dev.to/bogumi_jankiewicz_fcfce0/gatecat-a-deterministic-fail-closed-veto-that-stops-ai-coding-agents-before-rm-rf-577e)
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