How I Use AI to ShipFaster Without Losing Code Quality
@ntlamEveryone's using AI to write code now. Few are using it well.
Treat it like a fast junior, not an oracle
AI is fastest at scaffolding — boilerplate, tests, repetitive refactors. It gets shakier the moment real judgment is required.
Speed without review is just technical debt with better marketing.
The review habit that saves me
I read every generated diff line by line before it touches main. That single habit is what keeps velocity from turning into rework.
