I Think We're Measuring Software Engineers Wrong.

📰 Dev.to · Irvan Gerhana Septiyana

Learn why traditional metrics for measuring software engineers' performance are no longer effective in the AI era and what changes can be made

intermediate Published 25 Jun 2026

Action Steps

Reevaluate current performance metrics to identify areas that may be outdated
Consider the impact of AI on code quality, productivity, and collaboration
Develop new metrics that account for AI-assisted development, such as code review efficiency and AI tool usage
Test and refine these new metrics to ensure they accurately reflect software engineer performance
Compare the results of traditional and new metrics to identify areas for improvement

Who Needs to Know This

Software engineers, team leads, and managers can benefit from understanding the shift in metrics to better evaluate and support their team members

Key Insight

💡 Traditional metrics for software engineers are no longer effective due to the impact of AI on development processes

Full Article

AI Changed the Metrics. We Haven't. A few years ago, one question appeared in almost every...