A CI/CD pipeline is only as effective as the outcomes it helps a team achieve. Fast builds are useful, but they do not automatically mean faster releases, fewer production incidents, or better use of engineering resources.

The most useful CI/CD pipeline design metrics reveal three things: how quickly changes move through the delivery process, how reliably the pipeline validates and releases those changes, and how much time and money the process consumes.

DORA, the DevOps Research and Assessment program, currently uses five software delivery performance metrics to evaluate throughput and instability. Its framework is a useful starting point, but teams also need pipeline-specific measurements such as execution time, queue time, flaky-test rate, and cost per run.…