Unlock Generative AI Potential: A Blueprint for Robust Logging and Evaluation

This article provides a compelling guide for building high-quality Generative AI systems by emphasizing the critical role of comprehensive logging and offline evaluation. It champions the idea that the true measure of a Generative AI's success lies in its log design, offering a practical framework for creating robust and adaptable AI solutions. The author's focus on structured evaluation, A/B testing, and actionable KPIs highlights an innovative approach to iterative improvement.