The AI Agent Management career course applies the mental models from the AI Integration course by building and shipping a working AI agent in an employer-centric context. Teams of 2-4 select a project from a curated brief library of real business workflows (or pitch their own, subject to approval), build through a structured sprint cycle with formal gate checks, and present at Demo Day. The project focus shifts from personal to employer: students solve problems that look like what they would encounter in a first job or internship.