
METR measured developer productivity with AI tools. Developers felt 20% faster. They were actually 19% slower. The 39-point perception gap matters more than any benchmark.

AI coding agents shifted the bottleneck from writing code to reviewing it, and most engineering orgs haven't adjusted their processes to match.