AWS introduces framework-agnostic evaluation for AI agents
Amazon has released the Universal Agent Evaluation Framework (UAEF), an open-source tool designed to standardize the evaluation of AI agents. It uses adapters to normalize execution traces from various frameworks like LangChain and LangGraph into a single format, enabling consistent measurement across 36 metrics and 7 quality dimensions.