5 pitfalls to avoid when measuring DevEx in the AI era

To effectively measure Developer Experience (DevEx), organizations should avoid the pitfalls of tracking individual output or assuming that AI adoption automatically equates to increased productivity. Instead, leaders should focus on monitoring system health through team-level metrics and combining quantitative data with qualitative developer feedback to identify and resolve true points of friction.