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  1. The industry is shifting from vanity metrics like 'token maxing' to outcome-based evaluation, requiring 'Agent Operations' governance to define execution policies, data access, and human approval thresholds.

    Impact: Measuring delivery confidence and artifact survival rather than usage volume aligns AI initiatives with tangible business value and operational predictability.

    — from AI Agent Safety, Drift, and Productivity Gaps · Dev Interrupted· May 08, 2026