
The once-manual craft of ethical hacking is undergoing a profound transformation, with artificial intelligence now serving as the orchestrator for complex offensive security campaigns. As cyber threats evolve with unprecedented speed, the tools used to simulate and defend against them must also advance. This analysis examines the rise of AI-driven red team toolkits, a trend reshaping penetration testing and vulnerability










