This interactive event demonstrates UpGrade, an open-source platform for scalable, digital experimentation (sometimes called A/B testing) in authentic learning environments like K-12 classrooms. Such learning contexts often present obstacles to the design and deployment of high-quality experiments that test the effectiveness, efficiency, or other characteristics of substantively different instructional approaches.