EVA is an AI-powered penetration testing agent designed to assist offensive security professionals. It leverages multiple LLM backends to generate structured attack strategies, produce relevant command sequences, and provide contextual analysis of security findings. The system aims to augment rather than replace human pentesters by offering real-time guidance and vulnerability assessment based on command outputs.