Writing

Notes on building AI-native

Working notes from running an AI-native engineering team — what holds up in production, what doesn't.

June 4, 2026 · 4 min readGoing AI-native is a team problem, not a tooling problemMost teams are bolting AI onto a process that was never designed for it. The hard part was never the model — it's redesigning how the team works around it.