Google has open-sourced Ambient Quality Agent (AQuA), a tool designed to diagnose and address failures in production AI agents. The framework enables organizations to identify issues within deployed AI systems and improve their reliability in real-world environments. By making AQuA publicly available, Google aims to help the broader AI community enhance the robustness of production AI implementations.