I accidentally turned LLM memory into program analysis
A new approach applies LLM memory mechanisms to automate program analysis and vulnerability research.
The author explores how to maintain state during long-running LLM agent sessions. By treating model memory as a structured component of program analysis, the system prevents agents from repeating errors or losing track of previously invalidated assumptions during codebase investigations.