Everything on Productivity Optimization

Research indicates that generalized AI skills, pooled across developers, yield larger and more consistent productivity gains than personalized skills. Individual customization provides only marginal benefits.

Impact: Guides companies to invest in shared, version-controlled skill libraries rather than individual agent configurations, maximizing organizational ROI.

— from Uber's Rearward Engineers and AI Safety Shifts · Dev Interrupted· Aug 14, 2026