This workshop explored how generative AI can support context-aware content creation, ethical use, and practical strategies for implementing engaging computing learning experiences. Participants considered approaches for designing and scaling contextualized learning experiences, while examining how generative AI can be used thoughtfully to make computing education more relevant and meaningful. The session also addressed ethical considerations for using AI in educational settings.