Comment by foreman_

The thread has converged on “LLM-as-judge is the wrong security primitive,” which is right as far as it goes. The prompt-injection chain ends at the outbound POST. By the time the judge sees the request, the credential has already been read.

The question edf13 pointed at but didn’t develop; where does a transport-layer judge earn its place at all? Not as the enforcement layer but as the audit layer on top of one. Kernel-level controls tell you what the agent did. A proxy tells you what the agent tried to exfiltrate and where to.

Structured-JSON escaping and header caps are good tools for the detection job. They’re the wrong tools for the prevention job. Different layers, different questions.