Red-Team Your Own LLM Before Attackers Do: Building an Internal Adversarial Testing Pipeline

How to build an internal adversarial testing pipeline for LLM applications using garak, promptfoo, and custom probes — with a CI integration pattern that catches security regressions before they reach production.