Formalizing Red Teaming Offensive Methodology as a Multi-Agent AI Architecture

<p style="direction: ltr;"><span style="font-size: undefined;">Threat actors are integrating AI into their exploit chains, accelerating reconnaissance, automating vulnerability discovery, and scaling social engineering in ways that compress the timeline between initial access and impact. The barrier to sophisticated offensive operations is dropping fast.</span></p><p style="direction: ltr;"><span