Julie Qiu explains how AI serves as a “thinking partner” for engineering leaders. She discusses five distinct roles – Archaeologist, Experimenter, Critic, Author, and Reviewer – to manage the cognitive load of 400+ repositories. She shares how AI provides the “RAM” needed to synthesize legacy context, pressure-test designs, and accelerate high-level architectural decisions. By Julie Qiu