利用 Strands SDK 和 OpenTelemetry 实现可靠智能体的可观测性.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Gabriel PSr.Solutions ArchitectAWSLuis TSolutions Architect ManagerAWSObservability for Reliable A

2、gentic AI with Strands SDK&OpenTelemetryN T A 4 0 6 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Observability for Reliable Agentic AI with Strands SDK&OpenTelemetryN T A 4 0 6Sr.Solutions ArchitectAWSGabriel Pa

3、redesSolutions Architect ManagerAWSLuis Eduardo Torres 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Wed like to know what you have done with agents.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Introduction to Agent Observability What are we building today?

4、Lets codeAgenda 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.How do you know what your Agents are doing in Production?With ObservabilityWithout ObservabilityNo understanding of what the agent(s)are doingUnderstand and audit every interaction 2025,Amazon Web Services,Inc.or its

5、affiliates.All rights reserved.ObservabilityWhy it matters?Agents follow non-deterministic control flows powered by models reasoningRoot cause analysis in complex sequence of chained callsAssessing system health holistically for operational performanceDetecting performance degradation1234 2025,Amazo

6、n Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What are we building today?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AnyCompany Financial Advisor 2025,Amazon Web Services,Inc.or its affiliates.All ri