In this dynamic 60-minute workshop, participants will actively engage in shaping the future of AI in Agile by contributing to the development of an open-source framework. The workshop will bring together academics and industry professionals to collaborate, share insights, and co-create a practical guide for integrating AI into Agile practices. Through interactive discussions, hands-on activities, and real-world examples, participants will explore the synergies between AI and Agile, addressing challenges and opportunities in this rapidly evolving field.