AI runs fuzzing when you provide a repository—but GitHub warns to ‘run in an isolated environment’|AI TREND LAB

AI runs fuzzing when you provide a repository—but GitHub warns to ‘run in an isolated environment’|AI TREND LAB

What you will learn in this article On September 24, 2026, GitHub Security Lab released the “Fuzzing Taskflow,” an LLM agent pipeline that automates the process for C/C++ repositories from identifying entrypoints to creating harnesses, running AFL++, and generating vulnerability reports without human intervention. This pipeline is designed to execute arbitrary build commands directly on…