Engineering metrics often span: **Quality:** metrics like bug rate, test coverage, and escaped defects **Efficiency:** metrics like velocity, lead time and cycle time **Operational Efficiency:** deployment-related metrics like deployment frequency or commit-to-deploy time **Collaboration and Team Dynamics:**insights from code review turnaround time or the number of comments per pull request **Reliability:** measures such as Mean Time to Recovery (MTTR) or Change Failure Rate **Technical Health:** metrics related to technical debt and code maintainability **Performance:** metrics such as response times, server downtimes, and latency figures **Developer Experience:** metrics like DevEx and developer satisfaction surveys Engineering metrics aim to provide clarity, drive improvement and ensure alignment