We have been building software since 2001. Long enough to know exactly where delivery goes wrong, and long enough to have made every one of those mistakes ourselves.
The four failures
Vague scopes. Open-ended hourly bills. Black-box progress. Clients left dependent on the very people they hired. We got good at avoiding them — but avoiding a structural problem is not the same as fixing it.
What AI actually changed
Not just speed. Agents made it possible to build against a precise specification at a pace that makes writing that specification worth it. Once the spec is worth writing, honest pricing and visible progress stop being favours and start being the natural shape of the work.
What we kept
Senior engineers. Real meetings. Accountability for the outcome. The agents changed the throughput, not the standard.