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What Developer Experience Metrics Should I Track?

  • Developer experience is crucial for engineering performance, focusing on enabling developers and reducing frustrations.
  • Measuring DevEx can be challenging due to its qualitative nature, encompassing factors that affect developers' work satisfaction and output.
  • SPACE metrics and the DevEx framework offer ways to measure developer experience comprehensively.
  • SPACE metrics consider dimensions like satisfaction, performance, activity, communication, and efficiency for a holistic view of DevEx.
  • The DevEx framework breaks down DevEx into flow state, feedback loops, and cognitive load, emphasizing qualitative aspects.
  • Lead time for changes and deployment frequency are key DORA metrics that reflect pipeline quality and engineering velocity.
  • Time to first commit indicates codebase complexity and onboarding efficiency for new developers.
  • Cycle time measures the total time from idea to production, highlighting development bottlenecks and productivity.
  • Improving DevEx leads to happier, unblocked engineers who can sustain productivity and quality software development.
  • Shipyard prioritizes DevEx by providing tools for fast iteration, feedback collection, and efficient feature development.

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