Why We Measure Tickets, Not Problems Prevented

📰 Dev.to · Vivian Voss

Learn why measuring tickets rather than problems prevented can be misleading in software development and how to improve your metrics

intermediate Published 26 Apr 2026
Action Steps
  1. Analyze your current dashboard metrics to identify potential biases
  2. Run a retrospective to discuss the limitations of measuring tickets and velocity
  3. Configure a new metric to track problems prevented or customer satisfaction
  4. Test the new metric by collecting data over a set period
  5. Compare the results of the new metric with traditional metrics to identify areas for improvement
Who Needs to Know This

Developers, product managers, and team leads can benefit from understanding the limitations of traditional metrics and how to create more effective ones to measure team performance and progress

Key Insight

💡 Measuring tickets rather than problems prevented can create a false sense of progress and hide underlying issues

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📊 Why measuring tickets rather than problems prevented can be misleading in software development #metrics #softwaredevelopment

Key Takeaways

Learn why measuring tickets rather than problems prevented can be misleading in software development and how to improve your metrics

Full Article

On Second Thought — Episode 05 The dashboard is green. Velocity is up. Burndown is on track. The...
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