Anyone can ask a model to scaffold a dashboard in thirty seconds. What takes skill — and what decides whether your team still uses the software six months later — is knowing how a real business actually runs on a Monday morning.
The code typing got faster. Architecture, edge cases, data security, UX taste, and understanding what to leave out did not become automatic.
Where software fails in real life
Clients reschedule last minute, coaches swap blocks mid-mesocycle, invoices fail on direct debit retries. Experienced engineering catches those edge cases upfront so your system never bricks mid-week.