Cars these days are shipped with a lot of software, and some of them are based on Linux and Yocto Project. In this talk, Mario Domenech Goulart and Mikko Rapeli explain some of the solutions and challenges of setting up and running a Continuous Integration and Testing system in a large automotive development project based on Yocto Project. The talk will cover aspects like source code management, SDK, multiphase CI, Jenkins, Yocto Project build tuning and test automation.