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Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations | Amazon Web Services

Amazon Bedrock AgentCore Evaluations decouples agent evaluation from the framework you build on. As long as your agent emits OpenTelemetry telemetry, the service can score it, whether you use LangGraph, LlamaIndex, the OpenAI Agents SDK, Google ADK, the Claude Agent SDK, or Strands Agents. This post explains how the framework-agnostic contract works.

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Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations | Amazon Web Services

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AgentCore Evaluations: How AWS Built a Framework-Agnostic Eval Layer Using OpenTelemetry as the Contract

AWS decouples agent evaluation from framework choice by treating OpenTelemetry telemetry as the scoring contract. Here's how it works.

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Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations | Amazon Web Services

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Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations | Amazon Web Services

AgentCore Evaluations: How AWS Built a Framework-Agnostic Eval Layer Using OpenTelemetry as the Contract

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AWS Bedrock's built-in eval graded my agent green. It only looks at a quarter of it.

Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations | Amazon Web Services

AgentCore Evaluations: How AWS Built a Framework-Agnostic Eval Layer Using OpenTelemetry as the Contract