Observe your Agentic AI apps hosted anywhere | Ep 16
Автор: Containers from the Couch
Загружено: 2025-09-25
Просмотров: 603
Описание:
Join this live session to learn how Amazon CloudWatch enables AI observability and troubleshooting “Anywhere”. We’ll build agentic applications using Amazon Bedrock AgentCore, Amazon EC2, Amazon EKS, Amazon ECS with Strands Agent SDK, automatically instrumented through AWS Distro for OpenTelemetry (ADOT). Learn how to visualize agent and model telemetry in CloudWatch’s generative AI dashboard, and troubleshoot common challenges like latency, errors, throttling, and token usage. Leave with practical skills to build and maintain reliable AI applications.
Host:
Imaya Kumar Jagannathan - / imaya
Guests:
Elamaran Shanmugam - / elashan2023
Raviteja Sunkavalli - / raviteja-sunkavalli
00:00 Intro
02:57 What is Agentic AI?
07:57 Importance of Observability for Agentic AI apps
15:51 Building a Strands agent
28:45 Adding OTel for Observability
30:00 Deploying to BedRock AgentCore
32:00 Monitoring using CloudWatch
37:44 Creating and Agent using LangGraph
43:00 Containerizing for Amazon EKS
45:14: Adding OTel for Observability in LangGraph
51:40 Deploying the app to Amazon ECS
56:00 CloudWatch GenAI Observability console walkthrough
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