Coding with AI without losing your grip on architecture
Codebase
software studio
AI writes code fast. Too fast, sometimes: in seconds it produces what you haven’t yet had time to decide. The trap isn’t speed — it’s letting speed choose the architecture for you.
Where it accelerates
On the repetitive, AI is unbeatable: boilerplate, tests for an already-scoped module, migrations, mechanical refactors, docs kept up to date. Anything that follows from a decision already made, it unrolls.
Where the human decides
The data model, the boundaries between modules, security, business invariants: these decisions commit you for the long term. They’re made deliberately, not on the whim of one prompt among many.
This is where the spec plays its second role: it fixes the structural decisions before the AI generates. Frame first, acceleration second. You keep the speed, you keep control.