Dev productivity metrics suck. Ops reviews are key for AI-accelerated eng orgs
The article introduces the DRIVE framework, a method for measuring organizational health in engineering teams during the AI era. It argues that as AI automates coding, engineering management must shift focus toward operational stability and systemic controls.
Why it matters
It provides a new management paradigm for engineering leaders struggling to balance AI-driven productivity gains with long-term system reliability.
DRIVE is a framework for measuring engineering organizational health in the age of AI.
The content is a professional management framework proposal without political or ideological slant.
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