How to Measure Developer Experience in the AI Era

Candace Shamieh, Teddy Gesbert and Daniel de Juan: AI inflates PR counts and lines of code regardless of value, so Datadog measures developer experience. At 80% AI-assisted PRs, cycle time barely moved but concurrency rose, and review time rose over 500% on some teams.