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Kubernetes Application Instrumentation and Trace Generation

Tracing data provides valuable troubleshooting insight into the flow of requests for our applications. That said, it’s not enough to just have Tempo receive data from OpenTelemetry: the application itself also needs to send this data out, and the related deployment manifests need to tell the application the location of the OTEL collector. In this lab, you will update an application to configure the environment variables for the OTEL collector, rollout the deployment, then verify that tracing data is being received by OpenTelemetry and sent to Tempo.

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Lab platform
Lab Info
Level
Advanced
Last updated
May 26, 2026
Duration
30m

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Table of Contents
  1. Challenge

    Update the application deployment

    Update the application deployment for both services in the storefront application to contain the environmental variables for the OTEL exporter at port 4318, then redeploy the manifests.

  2. Challenge

    Generate telemetry data

    Using the provided traffic.sh script, generate traffic—and therefore tracing data—against the storefront application. Confirm via the OTEL Collector and Tempo logs that the data is being ingested.

  3. Challenge

    Validate that tracing is working

    Use Grafana's Explore page to query for tracing data.

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