How Engine Built a Self-Service Kubernetes Platform with Score

Recently, the Infrastructure team at Engine started a project that would change how every engineering team ships software. We were migrating dozens of services off a legacy container orchestration setup onto Kubernetes, and we had a choice to make: build another pile of bespoke tooling, or find an abstraction that could scale with us. The real problem wasn’t Kubernetes itself.