5 pitfalls to avoid when measuring DevEx in the AI era

2026-07-15

Effective DevEx measurement focuses on team and system health rather than individual output, combines workflow metrics with developer feedback, and evaluates AI by delivery outcomes instead of adoption or token usage, while ensuring developers help shape the measurement process.