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ArgoCD

GitOps continuous deployment for Kubernetes.

What is ArgoCD?

The leading GitOps continuous-deployment tool for Kubernetes. ArgoCD watches your Git repo of manifests and reconciles your cluster to match — every push becomes a deploy. We use it in module 7 alongside GitHub Actions to give students the same CI/CD pattern most production AI teams run.

Key Features

  • Watches a Git repo of Kubernetes manifests + reconciles cluster
  • Application-of-applications pattern for nested deploys
  • UI shows live diff between Git and cluster state
  • Rollback is "redeploy the previous Git SHA"
  • Native Helm + Kustomize support
  • Multi-cluster, multi-tenant via projects

FAQ

Why GitOps instead of pushing from CI? +

Audit trail (every cluster change has a Git commit), declarative state (your repo is the truth), and easy rollback (revert the commit). And your CI never needs cluster credentials.

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