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The Airbnb Tech Blog - Medium · Jul 28, 2026

Eval-driven development: Lessons from evaluating GenAI at scale

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How Airbnb teams build trustworthy Generative AI products by treating evaluation as a first-class engineering discipline; not an afterthought. Nestled into the lush hillside, this stunning modern retreat features striking natural wood architecture, terraced balconies, and a serene landscape. By: Rohit Girme , Dan Miller , Mia Zhao , Lifan Yang , Clint Kelly Introduction Generative AI breaks a lot…

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