Ep 52 | Scott Behrens & Justice Cassel - Source to Sink: Improving LLM Vuln Discovery | [un]prompted 2026

Day 2 | Stage 2Principal Security Engineer and Application & GenAI Security from Netflix discuss getting tired of LLMs crying wolf about every string concatenation. Built agentic pipeline that thinks before it screams. Explores improving accuracy and actionability of LLM-driven first-party vulnerability discovery in real-world codebases. Therapy session for anyone who mass-closed 200 AI-generated "findings."Scott Behrens is Principal Security Engineer, Netflix.Justice Cassel is Application & GenAI Security, Netflix.Watch on YouTube: https://www.youtube.com/watch?v=bxwEZMhqeR0