Choosing & building the appropriate infrastructure to run your applications in production can be a daunting task. Typically we revisit previous choices as we approach different scales. In this talk we'll cover the two architectures we've been through at Workday so far and speak about our third major architectural change as we ramp up to larger numbers of servers and users. Topics will include: deployment, configuration management, automation tools, build & test pipelines, immutable infrastructure.