A Progress Report & Roadmap for A/B Testing at Scale with UpGrade

The UpGrade roadmap focuses on reducing barriers to user onboarding and rapidly providing value to the learning engineering community by leveraging existing technical standards. We briefly describe UpGrade, lay out our roadmap, and discuss several planned UpGrade features. We intend for this paper to spark discussion and feedback from the learning engineering community.