Tag: Red Teaming

2 articles

• LLM Red Team Regression Testing in Production: Blocking Security Regressions with Versioned Attack Corpora, Deterministic Scoring, and CI Quality Gates

  Red teaming loses value if run only once before launch. This article shows how to turn every confirmed security failure into a repeatable regression asset using versioned attack corpora, deterministic scoring, and CI quality gates with PyRIT, garak, and Promptfoo.

  08/30/2026 LLM Security / Red Teaming / PyRIT / garak / CI/CD / Regression Testing / RAG / AI Agents

• LLM Red Team Regression Testing in Production: Using Automated Attack Suites to Secure Release Gates

  This article explains how to transform LLM red teaming from a one-time security test into a continuous regression gate, covering attack suite versioning, automated scanning, risk grading, false positive review, canary releases, and pre-release checks to help teams catch security regressions during model and prompt updates.

  07/04/2026 LLM Security / Red Teaming / Prompt Injection / AI Security / Release Gates