Everything on Engineering Metrics

Traditional developer productivity metrics like PR throughput and time saved fail in agentic environments because activity volume no longer correlates with commercial value.

Impact: Prevents misallocation of AI budgets and aligns engineering output with executive revenue expectations.

— from Measuring AI ROI: Uber’s Shift from Code Output to Feature Velocity · Engineering Enablement by DX· Jun 22, 2026