Part 3

DevOps

In this final DevOps section, you’ll implement modern CI/CD and GitOps practices for multi-architecture deployments.

This section includes:

  • CI/CD Pipelines : Build multi-architecture container images using Tekton pipelines
    • Deploy pipelines for x86_64 and ARM64 architectures
    • Understand how to build for Edge devices (Nvidia Jetson Orin)
    • Work with container registries and multi-arch manifests
  • GitOps Deployment : Deploy applications using GitOps methodologies
    • Use Helm charts for application packaging
    • Deploy the complete train ecosystem to OpenShift
    • Test the integrated solution end-to-end

You’ll experience the complete DevOps lifecycle from code to production deployment, understanding how modern Edge AI applications are built, tested, and deployed across different architectures.