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Feature velocity serves as an agent-proof north star metric by tracking shipped customer capabilities rather than code authorship.

Impact: Enables accurate ROI tracking across AI-assisted and autonomous workflows without metric inflation.

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