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AWSAWS Certified Generative AI Developer - Professional2026-104.3 Implement monitoring systems for GenAI applications

Monitoring Amazon EC2 instance with Amazon Managed Grafana

Completed by opening the official lab

Why it matters

4.3.1 asks for correlated dashboards across operational, model, and business telemetry, and Grafana is the visualization layer that renders them — this Lab exercises that layer against infrastructure metrics you already know how to read.

What to practise

Connect Managed Grafana to a CloudWatch data source and build a dashboard panel against an EC2 instance’s metrics. Watch how a data source, a query, and a panel compose into one view.

How it fits

This Lab is general infrastructure monitoring, not GenAI-specific — EC2 metrics are not the telemetry 4.3.1 asks you to correlate. Keep only the Grafana mechanics: wiring a CloudWatch data source and composing a panel, the same skill 4.3.1’s correlated dashboards and 4.3.3’s Bedrock metrics would use; treat EC2-specific metrics themselves as general background.