The compound effect your AI adoption strategy is missing

The article argues that while AI tools make individual engineers faster, overall team velocity often remains unchanged because reasoning and context are lost, parallel work causes misalignment and duplication, and trust in AI-produced work doesn’t scale; it recommends capturing intent and building connective processes so individual AI gains compound into team-level advantage.