Notes on whole-team AI adoption

A practical checklist for spotting concentrated AI adoption before it hardens into a permanent gap between a few fast engineers and the rest of the team.

Telling the team to try a coding agent is not a rollout. Here is what is missing when 'just use it' is the entire plan, and what a real one looks like.

Rolling out Claude Code or Copilot across the team is not the same as adopting it. Here is why usage concentrates in a handful of engineers and what actually spreads it.