Universal Agent Evaluation Framework (UAEF) is a framework-agnostic evaluation system for AI agents. Invoke any agent and score it on multiple metrics spanning tool calling, response quality, safety, performance, and reasoning. Track experiments against baselines, catch regressions automatically, and get LLM-generated insights.
Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending
换个 Agent 框架，评测代码就要重写一遍？AWS 开源的 UAEF（Apache-2.0）把评测从框架里拆出来：LangGraph/LangChain/Bedrock 等轨迹统一成 AgentTrace，36 指标 7 维度归一化 0-1 出分，一个 evaluate() 管住所有框架。视频 2 分半讲清怎么装怎么用。仓库：
@RileySchwa36116 · x.com
