Continuous integration and continuous delivery pipelines are now table stakes. Organisations that want to compete on software velocity are pushing further — towards platform engineering, internal developer portals, and golden paths that let product teams self-serve infrastructure without engaging ops for every ticket.
Measuring DevOps maturity through DORA metrics (deployment frequency, lead time for changes, change failure rate, and time to restore) gives leadership an objective view of where bottlenecks actually live rather than where they are assumed to be.
The highest-performing teams deploy dozens of times per day with lower failure rates than teams deploying once a month. The data is clear: speed and stability are not in tension — they reinforce each other.