What Is DORA Metrics (DevOps Research and Assessment)?
Four key metrics from the DevOps Research and Assessment (DORA) research program for measuring software delivery performance: deployment frequency, lead time for changes, change failure rate, and mean time to recovery.
Definition
Four key metrics from the DevOps Research and Assessment (DORA) research program for measuring software delivery performance: deployment frequency, lead time for changes, change failure rate, and mean time to recovery.
CDEs mainly affect lead time for changes, by removing environment setup delays and speeding onboarding to unfamiliar codebases. DORA's State of AI-assisted Software Development (September 2025, nearly 5,000 respondents) found 90% of developers use AI in daily work, a median of roughly two hours per day, and concluded that AI amplifies an organization's existing strengths and dysfunctions rather than uniformly raising performance.
Where This Fits
This term is covered in depth on DevEx Metrics and Measurement.
Measure developer experience with data-driven frameworks. DORA metrics, SPACE framework, flow state measurement, and CDE-specific productivity indicators.