Red Teaming AI Pipelines: How Attackers Weaponize LLMs & How to Build Defensive Harnesses

A deep dive into how threat actors use large language models for vulnerability generation and polymorphic evasion, and how security engineers construct automated test harnesses to mitigate agentic risk.