Turn DORA Metrics Into an Improvement Plan
Interpret DORA metrics as a balanced improvement signal rather than a ranking table.
A squad improved deployment frequency, but change failure rate is rising and customer support tickets are following releases. DORA improvement: read speed and stability together, then target the constraint revealed by the pattern. The common trap is rewarding deployment frequency alone. That can incentivize more change without enough safety. Before Celebrate twice as many deployments and push the team to keep increasing release volume. After Pair deployment frequency with change failure rate, identify database migrations as the failure cluster, and improve testing plus rollback. Read the pair Deployment frequency up, change failure rate from 12% to 28%. Speed improved, but…
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