In this talk, we will present how Meta has evolved the traditional monolithic way of developing data management systems into a composable architecture that promotes reusability and improves engineering efficiency. We will discuss the new reference architecture and present the Velox open source project, highlighting its impact at Meta and the open source community. We will also discuss related projects and future work in this space.