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Code ≠ Value ! The problems with measuring GenAI Productivity

  • The 2024 DORA report shows a correlation between AI adoption and a drop in throughput and stability in software development.
  • Traditional metrics focusing on velocity or output alone may sacrifice quality, security, and maintainability in AI-generated code.
  • AI can help in speeding up development processes, but it also requires developers to validate and debug AI-generated code, shifting cognitive load.
  • Not all developers benefit equally from AI assistance, and the cultural impact of misaligned metrics can damage morale within development teams.

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