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State of the Art of DORA Metrics & AI Integration
Charles Humble speaks with Nathen Harvey, leader of Google's DORA research team, about the real impact of AI on software development. Drawing from surveys of nearly 5,000 practitioners, Nathen reveals a surprising finding: increased AI adoption initially correlates with decreased stability and throughput - the very metrics teams have optimized for decades. The conversation explores why this happens, what capabilities organizations need before scaling AI adoption, and how AI acts as an amplifier of existing systems rather than a silver bullet. Nathen introduces DORA's seven AI capabilities model and discusses critical issues around trust, documentation, skill devaluation, and the future of software delivery in an AI-native world.
