Goal Is NOT More AI: Building AI-Native Engineering Organizations for Sustainable Productivity

Somewhere in your organisation right now, a dashboard is showing a healthy deployment frequency, a stable change failure rate, and a throughput line that ticks gently upward. Leadership is satisfied.