ByteBrief
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Harness engineering turns AI-generated code into reliable, repeatable, and governable software delivery. A harness combines context, skills, tools, permissions, verification, and feedback. The durable enterprise advantage is the harness around the model, not the model alone. DORA research shows individual developer productivity gains do not automatically translate into stronger delivery outcomes.
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Summary by ByteBrief
Quality engineering must move upstream in AI era