AWS on November 11, 2026, published a technical introduction to the Universal Agent Evaluation Framework (UAEF), an open-source system licensed under Apache-2.0 that evaluates AI agents using 36 built-in metrics across seven dimensions. UAEF is designed to keep evaluations comparable across LangGraph, LangChain, Strands Agents and Amazon Bedrock AgentCore. Those frameworks record messages, tool calls and agent-to-agent handoffs differently, so evaluation code tied to one format can require new…
This article has been indexed from Unite.AI
Read the original article: