Amazon Bedrock AgentCore Evaluations 实现跨框架代理评估
原标题：Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations
AI 摘要
AWS 发布了 Amazon Bedrock AgentCore Evaluations，该服务通过 OpenTelemetry 标准解耦了代理评估与具体框架，支持 LangGraph、LlamaIndex、OpenAI Agents SDK 等多种框架。它自动读取调用代理、推理和工具执行三类 span，并利用 LLM-as-a-judge 进行统一评分，无需修改代理代码。此举解决了评估工具碎片化问题，提升了生产环境中代理评估的兼容性和效率。
正文节选
Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations AI teams building production agents face a frustrating asymmetry: the diversity of agent frameworks keeps growing, but evaluation tooling has not kept pace. Most evaluation systems assume you built your agent in a specific way: a specific SDK, a specific large language model (LLM) client, a specific tracing pattern. The moment you step outside that narrow compatibility zone, the evaluation pipeline breaks. Teams build on Lang