This research explored how graduate students with limited programming experiences learned to design mobile apps for teaching and learning through peer support and instructor guidance. We will present students’ learning by doing and reflective practice in a virtual learning community through analyzing their mobile apps, forum discussions, app design journals, sense of community, and experiences with the development tool (i.e., App Inventor). Instructional design implications, implementation suggestions, and challenges will also be discussed.