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Maven / GitOps Interview Questions

How does GitOps differ from traditional CI/CD pipelines?

Traditional CI/CD pipelines are push-based: the CI system builds an artifact, and the CD stage runs kubectl apply or helm upgrade directly against the cluster. The pipeline holds a kubeconfig or service-account token with cluster-write access. There is no persistent desired-state record and no automatic drift correction — if someone manually deletes a deployment, the pipeline only redeploys on the next trigger.

GitOps is pull-based: the CI system builds the image and updates a config repository, but it never touches the cluster directly. A GitOps operator running inside the cluster watches the config repo and reconciles the live state to match what Git says, continuously. Rollback is a git revert rather than re-running a pipeline step.

GitOps vs Traditional CI/CD
DimensionTraditional CI/CDGitOps
Deployment triggerPipeline push on build successOperator pull on Git commit
Cluster credentialsStored in CI system secretsKept inside the cluster only
Drift detectionNone — only corrects on next pipeline runContinuous — operator reconciles on every poll cycle
Rollback mechanismRe-run old pipeline or manual kubectlgit revert creates a new auditable commit
Audit trailPipeline logs (often ephemeral)Git commit history (permanent, cryptographically ordered)

The separation also improves security posture: even if the CI system is compromised, an attacker cannot push arbitrary changes to the cluster without also compromising Git and passing branch-protection reviews.

In a traditional push-based CD setup, where are cluster credentials typically stored?
What term describes a GitOps operator automatically fixing a cluster state that diverged from Git?

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More Related questions...

What is GitOps and what core principles does it define? How does GitOps differ from traditional CI/CD pipelines? What is the 'single source of truth' principle in GitOps? What are the two GitOps deployment models: push-based vs pull-based? What is a GitOps operator and what role does it play? What is declarative infrastructure and why does GitOps require it? How does GitOps improve security and auditability compared to script-based deployments? What Git branching strategies are commonly used with GitOps? What is drift detection and how does a GitOps operator handle drift? What is the difference between GitOps and Infrastructure as Code (IaC)? What is Argo CD and how does it implement GitOps? How does Argo CD's sync process work — desired state vs live state? What are Argo CD Applications and ApplicationSets? How do you structure a GitOps repository — app-of-apps, environment folders, overlays? What is Flux CD and how does it differ from Argo CD? How does Flux's source-controller and kustomize-controller work together? How do you manage secrets in a GitOps workflow — Sealed Secrets, SOPS, External Secrets Operator? How do you handle multiple environments (dev/staging/prod) in a GitOps repo? How does image automation work in Flux for continuous delivery? What are Argo CD sync policies — automated vs manual — and sync waves? How do you roll back a deployment using GitOps? How do you integrate GitOps with a CI pipeline — separation of concerns? What is progressive delivery and how does it relate to GitOps — Argo Rollouts, Flagger? How do you handle Helm charts in a GitOps workflow? How do you use Kustomize overlays in a GitOps repository? How do you implement multi-cluster GitOps at scale? How does Argo CD handle RBAC and multi-tenancy? What are the Argo CD app-of-apps and ApplicationSet patterns and when do you use each? How do you implement GitOps for infrastructure provisioning with Crossplane and Cluster API? How do you observe and alert on GitOps sync failures in production? How do you manage database schema migrations in a GitOps workflow? How do you implement policy enforcement in a GitOps pipeline — OPA/Gatekeeper, Kyverno? What are the limitations and anti-patterns of GitOps? How do you migrate an existing deployment pipeline to GitOps? How does GitOps fit into a platform engineering strategy?
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