The Real Bottleneck in Engineering Why AI Didnt Fix What Slows Teams Down

For years, we optimized engineering speed. We invested in better tooling, faster CI/CD pipelines, cleaner architectures, and platform engineering capabilities that reduced friction across the delivery lifecycle. Entire organizations reorganized around improving developer productivity, shortening lead times, and increasing deployment frequency. The assumption was simple: if we could make engineering faster, everything else would follow. And for a long time, it did. But something subtle has change