The Art of CTO Engineering Metrics Dashboard tracks DORA metrics — deployment frequency, lead time for changes, mean time to recovery, and change failure rate — to measure engineering team performance.
How is the engineering team performing?
DORA metrics and team performance in one dashboard, exportable.
About 10 min · Planner · Free
About this toolWhy it matters, common mistakes, FAQ
How Is The Team Actually Doing?
Without shared measures, performance conversations run on anecdote, and the loudest recent failure stands in for the trend. That is unfair to the team and useless to you.
Individual output gets measured — commits, tickets, lines — which is easy to collect and easy to game, and which measures the wrong unit. DORA metrics describe the system the team works in, which is the thing you can actually change.
Questions CTOs ask
- What are the four DORA metrics?
- The four DORA (DevOps Research and Assessment) metrics are: deployment frequency (how often code reaches production), lead time for changes (time from commit to production), change failure rate (percentage of deployments causing incidents), and mean time to recovery (how quickly you restore service after failure). Together, these metrics measure both delivery speed and stability.
- What is a good deployment frequency?
- Elite-performing teams deploy on demand, often multiple times per day. High performers deploy between once per week and once per month. The key insight from DORA research is that higher deployment frequency correlates with better stability, not worse — teams that deploy frequently tend to have smaller, safer changes and faster recovery times.
- How do you improve DORA metrics?
- Improving DORA metrics requires investing in CI/CD automation, reducing batch sizes, implementing trunk-based development, and building robust testing pipelines. Start by measuring your current baseline, then focus on the biggest bottleneck — often lead time for changes. Automated testing, feature flags, and progressive delivery practices like canary deployments help improve both speed and stability simultaneously.
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