Stop Calling Cloud APIs to Guard AI Agent Tools: How to Gate Commands in Under 50µs

If you've built autonomous agents with CrewAI, LangGraph, or Microsoft AutoGen, you know that giving an LLM access to bash tools or database queries is genuinely terrifying.

A single jailbreak, prompt injection, or weird hallucination can run:

bash
rm -rf /
DROP TABLE production_users;
().__class__.__base__.__subclasses__() # Sandbox breakout