Microbiology faculty navigate a unique operational load, balancing complex theory with intensive laboratory logistics. Generative AI (GenAI) offers a transformative solution to increase instructional efficiency while deepening student engagement. This session provides a practical playbook for integrating GenAI through two frameworks: streamlining course design (instructor-focused) and fostering active learning (student-focused). From generating custom visuals and lab supply lists to "interviewing" pathogens through role-play, attendees will gain concrete prompts and strategies. Join us to learn how to lead the AI transition while safeguarding scientific reasoning and building essential AI literacy. #Pedagogy #GenerativeAI #ActiveLearning