DevOps Metrics That Actually Matter: DORA, MTTR, and Beyond
Why Engineering Metrics Matter
Every engineering organization measures something.
The problem is that many teams measure the wrong things.
Counting commits, pull requests, story points, or hours worked creates a distorted picture of engineering effectiveness. These measurements often reward activity rather than meaningful outcomes.
High-performing organizations focus on metrics that directly correlate with software delivery performance, reliability, customer satisfaction, and business value.
Good metrics illuminate reality.
Bad metrics create bureaucracy.
The difference matters.
Understanding the DORA Framework
The DevOps Research and Assessment (DORA) framework transformed how organizations evaluate engineering performance.
Rather than focusing on output, DORA concentrates on delivery outcomes.
The four core DORA metrics are:
- Deployment Frequency
- Lead Time for Changes
- Change Failure Rate
- Mean Time to Recovery (MTTR)
These metrics emerged from years of empirical research across thousands of organizations.
Together they provide a balanced view of speed and stability.
dora_metrics: deployment_frequency: target: "Multiple deploys per day" lead_time:...
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