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How to Measure Developer Performance (And Why You Should)

  • Measuring developer performance is essential for improving output and distributing tasks efficiently.
  • Frameworks like DORA, SPACE, and McKinsey have limitations, some engineers are unfamiliar with them, and they can be ineffective.
  • Metrics that may prevent productivity and incentivize the wrong behavior include the number of lines of code, commits, bugs fixed, and hours worked.
  • When choosing metrics, it's better to select reasonable ones combined with qualitative data from one-to-one meetings, peer reviews, and self-assessment surveys.
  • Some reasonable metrics to track include meeting deadlines, code quality, problem-solving skills, communication, and collaboration, job satisfaction and well-being.
  • It's important to note that software development is a team effort and context matters.
  • Measuring developer performance should prioritize improving weaknesses, not a comparison of metrics among individuals.
  • Companies must create a nurturing and collaborative environment for each developer's strengths and contribute to the company's success.

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