In this white paper we look at what it means to apply cloud-native approach to automotive system development, focusing particularly on achieving environmental parity between cloud to edge execution environments. The paper explores the impact this approach has in accelerating the time to market of software-defined vehicles and the role that SOAFEE plays as key technology enabler.