Jumpstarter helps you test your software stack in your hardware stack in CI/CD pipelines and streamline your development workflow. Where traditional cloud software has been testing this way for a long time now, testing software for edge devices has been a challenge, in many cases emulators for the hardware are not available, the GPU, the specific sensors, etc. In this talk we'll look into the architecture and implementation of Jumpstarter, and how it fits into the Hardware in the Loop ecosystem.