The shift towards software-defined vehicles (SDVs) is driving a significant change in how we design, build, and validate software. This change means we need to carefully balance software integrity, safety, and security with the push for continuous innovation. Model-Based Design (MBD) stands as a key strategy to navigate these software challenges, now enhanced to better align with DevOps methodologies. MBD streamlines a cohesive workflow, encompassing design validation, software architecture planning, component design, and software integration testing. We will cover how this approach has been updated to leverage the power of cloud computing technologies, significantly enhancing efficiency and scalability. Finally, we will cover how we are exploring support for VSS through use case(s).