Atla is a unique evaluation tool designed for developers that not only identifies issues within agents but also provides detailed insights on how to resolve them quickly. It enables real-time monitoring, automatic clustering of failure patterns, and systematic improvements, ensuring enhanced user experiences without introducing new problems. Users can confidently deploy changes by comparing performance across different versions of their agents.