As generative artificial intelligence(AI)becomes deeply integrated into the field of education,it has demonstrated tremendous potential in course development and practice.Based on the principles of agile course development,the team constructed a generative AI-enabled agile course development model that included three phases:research and analysis,design and testing,and iter-ative development.This model was applied to the development of the Smart Living and STEM Planning course.The article provides a detailed account of the course development process,content iterations,and practical evaluations,while also exploring the future prospects of generative AI in empowering agile course development.