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Implementing the Kubernetes Observability Stack

Learn how to turn application data into insight with a Kubernetes observability stack. In this course, you’ll build and configure a full stack and correlate metrics, logs, and traces in Grafana to troubleshoot real-world application issues.

Advanced
51m

Created by Elle Krout

Last Updated Apr 22, 2026

Course Thumbnail
  • Course

Implementing the Kubernetes Observability Stack

Learn how to turn application data into insight with a Kubernetes observability stack. In this course, you’ll build and configure a full stack and correlate metrics, logs, and traces in Grafana to troubleshoot real-world application issues.

Advanced
51m

Created by Elle Krout

Last Updated Apr 22, 2026

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What you'll learn

Kubernetes applications can fail in a variety of ways, and without proper observability troubleshooting these issues can be guesswork. In this course, Implementing the Kubernetes Observability Stack, you’ll gain the ability to deploy, configure, and use a complete metrics, logging, and tracing stack to identify and resolve real-world application problems. First, you’ll explore deploy Prometheus, Grafana, Loki, and Promtail using Helm, configure a ServiceMonitor, and verify that application metrics and logs are successfully collected. Next, you’ll discover how to add distributed tracing by deploying Grafana Tempo and an OpenTelemetry Collector, and verify the trace ingestion path. Finally, you’ll learn how to configure exemplar linking to correlate metrics and traces directly in Grafana, enabling you to track an issue from metric anomaly to source. When you’re finished with this course, you’ll have the skills and knowledge of Kubernetes observability needed to deploy a full observability stack and use it to troubleshoot any issues you may encounter with your Kubernetes applications.

Implementing the Kubernetes Observability Stack
Advanced
51m
Table of contents

About the author
Elle Krout - Pluralsight course - Implementing the Kubernetes Observability Stack
Elle Krout
30 courses 4.2 author rating 54 ratings

With a background at a cloud hosting company, I started learning Linux and DevOps from the bottom up as a technical writer set out to document configuration management systems. Falling in love with Linux, DevOps and tech as a whole, I eventually took my ability to explain technical concepts to wide audiences to the training area, creating courses on Red Hat, SaltStack, HashiCorp, LXD, Docker, and more.

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