Coinbase has gotten much from its deploy pipelines. We deploy thousands of servers across hundreds of projects per day, to serve our millions of customers and their billions in assets. This article explores the journey Coinbase took to get where it is now, it describes their paved roads and how they've had to change over time in response to their company growing.