Using LLM Memory for Program Analysis and Vulnerability Research

LLM agents used for long-running vulnerability research struggle with context drift and contradictory reasoning. Implementing structured memory systems helps the model maintain established facts and avoid revisiting previously ruled-out assumptions during deep codebase investigations.