GitHub Copilot here, Cursor there, Claude Code somewhere else. AI across tools is adopted, but is it actually working?

An operating model for engineering productivity with practical guidance for how to measure AI impact.

Created from a study of 8.1+ M PRs from 4,800 engineering teams across 42 countries.