LuaN1aoAgent is a fully autonomous AI-driven penetration testing agent powered by graph-based cognitive reasoning. Developed by the Intelligent Offense & Defense Research Group, led by Professor Lu Hui and Tian Zhihong at Fang Class, Guangzhou University.