Glossary

AI adoption

How many engineers actually use AI coding tools such as Copilot, Cursor, or Claude Code, and how often. This directory tags “AI adoption and impact” together, because vendor pages usually sell them as one module. The two questions are not the same.

Why it matters to an engineering manager

Adoption is the easy number, and it is the one executives ask for first. It does not say the tools are paying off. That is AI impact.

Which tools measure this

Tools tagged AI adoption & impact. A tag means the vendor's pages listed it. It does not mean every sub-metric is broken out.

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