Gitops Principles

Which THREE of the following are core requirements for adopting a GitOps-based workflow?

Which TWO of the following are core principles of GitOps?

Which of the following is considered an 'Anti-pattern' in a GitOps workflow?

When configuring a GitOps tool, what is the purpose of a 'webhook' in relation to the Git repository?

Which of the following best describes the 'Declarative' principle in GitOps?

Which TWO are common strategies for GitOps repo structure?

When implementing a GitOps workflow with Argo CD, what is the role of the 'AppProject' custom resource?

Why must the desired state be 'versioned' in Git in a GitOps architecture?

When using Argo CD, what does the 'Sync Status' 'OutOfSync' indicate?

A team is transitioning to GitOps. Which action best aligns with the principle of Declarative Desired State?

Which statement best defines 'immutable state' in the context of GitOps?

In a multi-cluster environment, how does the GitOps principle of 'Declarative Desired State' simplify cluster management?

In a GitOps architecture, why is it critical that the entire state of the system is declarative?

A DevOps team is storing its Kubernetes manifests in a Git repository. To adhere strictly to the principle of versioned and immutable desired state in Git, how should the team manage changes to an existing deployment's container image tag?

When considering the GitOps principle of 'Declarative Desired State', which TWO of the following statements accurately reflect why manifests should be stored in Git?

In an Argo CD deployment, a developer notices that manual changes made via kubectl are being reverted automatically. What feature is responsible for this behavior?

In GitOps, what is a 'Merge Request' (or Pull Request) used for?

Which of these is NOT a principle of GitOps?

Why is 'pull-based' reconciliation considered more secure than 'push-based' CI/CD?

Which THREE components are typically involved in a GitOps reconciliation loop?

When syncing a Git repository to a cluster, what is the 'Sync Policy' in Argo CD?

A team is reviewing their deployment practices against OpenGitOps standards. Which THREE conditions are required to satisfy the 'Declarative Desired State' and 'Versioned and Immutable State' principles?

Your team is using a pull-based GitOps pattern. Which component is responsible for initiating the communication to the Git repository to check for updates?

Which TWO are common pitfalls in a GitOps implementation?

In the context of GitOps, what is meant by 'Pull-based' architecture?

Which THREE actions occur when a GitOps controller detects drift?

A platform team manages 50 Kubernetes clusters using GitOps. They need to ensure that an emergency rollback of an application across all clusters can be executed cleanly and audited effectively. What is the standard GitOps mechanism to achieve this rollback?

Which THREE of these are valid methods for handling configuration differences across environments (e.g., Dev vs Prod)?

A platform engineer wants to configure an application state declaratively. They write an imperative script containing commands like 'kubectl scale deployment --replicas=5' and push this script into a Git repository for execution by a cron job. Why does this approach fail to satisfy the core GitOps principle of 'Declarative Desired State'?

Your organization requires an audit trail of all changes to infrastructure. Why is GitOps superior to imperative 'kubectl' commands for this?

Which THREE activities are part of the 'Automated Pull-Based Reconciliation' process?

Which TWO scenarios represent 'drift' in a GitOps environment?

Which TWO of the following are primary benefits of storing the entire desired state of a system in a versioned Git repository?

What is the primary function of a 'GitOps Pipeline' versus a 'GitOps Controller'?

Which TWO items are typically included in a GitOps repository?

In a GitOps workflow, where does the 'source of truth' reside?

During an audit, an organization discovers that a secret was accidentally committed to a Git repository managed by Flux. An engineer deletes the commit containing the secret using 'git push --force' with a rewritten history. Why is this action problematic in a production GitOps environment?

Which TWO of the following are considered advantages of the GitOps approach?

Which THREE factors should be considered when choosing a GitOps controller?

Your team is using Flux CD to manage Kubernetes resources. You notice that the application status is 'Suspended'. What is the most likely reason for this state in the context of GitOps principles?

Why should you avoid using 'latest' as a container image tag in GitOps?

Which THREE items should be excluded from a GitOps repository?

Which TWO aspects of GitOps help ensure 'Continuous Drift Detection'?

What is the purpose of 'Image Tagging' in a GitOps workflow?

Which of these is a typical 'Desired State' artifact in GitOps?

What is the primary risk of a 'Push-based' deployment model compared to 'Pull-based'?

What is the primary function of the 'reconciliation loop' in GitOps?

If a GitOps controller detects that an image tag has been changed in the cluster but not in Git, what does the controller do?

How does GitOps help with disaster recovery?

Which THREE of the following are essential components of an effective GitOps 'Continuous Drift Detection and Correction' strategy?

Which of these is a valid 'GitOps' approach for multi-environment management?

A company is adopting GitOps and wants to ensure their implementation follows the core principles. They are reviewing their current practices and need to identify which of the following are considered core GitOps principles. (Choose two.)

A DevOps team is adopting GitOps for their Kubernetes environment. They want to ensure that all changes to the cluster are made through Git, and that the cluster state is always in sync with the Git repository. They also want to avoid manual kubectl commands. Which GitOps principle is most directly violated if a team member uses 'kubectl apply' to update a Deployment?

An organization uses Argo CD to manage Kubernetes clusters. A developer manually modifies a Deployment's replica count via kubectl. Which mechanism in Argo CD ensures this manual change is identified as non-compliant with the GitOps repository?

A company uses Flux to manage a Kubernetes cluster. During a recent security audit, they found that an engineer manually edited a ConfigMap directly in the live cluster using 'kubectl edit', causing the cluster state to drift from the Git repository. The engineer wants to ensure that such manual changes are automatically reverted to match Git. Which GitOps principle should they enforce?

You are using Argo CD. A developer manually scales a Deployment replica count using 'kubectl scale'. What happens next in a standard GitOps implementation?

A developer pushes a change to Git, but the cluster does not update. Which log source is most effective for debugging the pull-based mechanism?

What is the primary role of an 'Immutable' state in a GitOps repository?

Why does GitOps encourage the use of small, frequent commits?

An organization is migrating to GitOps using Argo CD. During an audit, you notice that manual changes made directly to the Kubernetes cluster via kubectl are being reverted within minutes. Which component of the GitOps pipeline is performing this action?

When should you use Kustomize in a GitOps workflow?

Which of the following is a primary benefit of using a GitOps pull-based model over a push-based CI/CD model?

You are implementing a GitOps workflow where the desired state is stored in a private repository. The Argo CD controller requires access to this repository. What is the most secure GitOps-compliant way to provide this access?

What is the primary role of the 'Git' repository in the GitOps cycle?

Which THREE features of Kubernetes are commonly used to support GitOps?

Which of these is the most suitable tool to use as the 'Git' component of GitOps?

You are configuring an automated GitOps pipeline. How do you prevent 'drift' from occurring due to out-of-band changes?

An application is failing because a developer accidentally edited a ConfigMap in the cluster directly. Which GitOps feature prevents this from recurring?

You need to ensure that no one can modify cluster resources manually. How can you implement this in a GitOps-mature organization?

You are implementing GitOps for a legacy application. Why might this be challenging?

Which TWO practices are recommended when managing Git repositories for GitOps?

A team is implementing GitOps for their infrastructure. They want to ensure that the entire system state is described in a way that can be versioned, reviewed, and automatically applied. Which characteristic of GitOps best describes the practice of storing all configuration as code in Git?

An organization is implementing GitOps across its infrastructure using Kubernetes and Flux. Which TWO statements accurately describe core characteristics of the 'Automated Pull-Based Reconciliation' principle?

Which TWO tools are commonly associated with the 'GitOps' ecosystem?

In a large enterprise, why is GitOps preferred for multi-cluster environments?

A developer updates a Helm release values file in Git to change a ConfigMap key. How does the GitOps pull-based agent determine that reconciliation is necessary?

Which THREE of the following are common GitOps tools used in the CNCF ecosystem?

What is the recommended way to handle secrets in GitOps?

In GitOps, what does 'Self-Healing' mean?

Which THREE mechanisms can be used to notify a GitOps controller of a change in Git?

You are debugging a GitOps deployment. The controller shows 'OutOfSync' but the cluster seems to be running correctly. What is the most likely cause?

Which THREE are standard ways to implement GitOps with Helm?

An administrator notices that an engineer manually modified a Service loadBalancerIP in the Kubernetes live cluster using 'kubectl edit'. The cluster is managed by an automated GitOps engine configured in a pull-based model. What will happen during the next reconciliation cycle?

Which of the following is NOT a benefit of the GitOps model?

What is a 'GitOps Operator'?

What is the relationship between the 'desired state' and the 'actual state' in GitOps?

Which TWO of the following are primary benefits of storing immutable state in Git?

Which TWO are examples of 'Drift' in a GitOps environment?

A senior cloud architect is designing a multi-tenant platform using GitOps. They want to ensure that continuous drift detection and correction operate reliably without causing system instability. Which TWO practices help mitigate risks associated with automated continuous drift correction?

You are implementing a GitOps pipeline for a complex microservices architecture. To satisfy the principle of 'versioned and immutable state', how should you handle environment-specific configurations while maintaining a single source of truth?

In a GitOps environment, an engineer manually deletes a Deployment via 'kubectl'. What should happen next to maintain the desired state?

You are troubleshooting a Flux controller that is not reconciling changes. The Git repository is updated, but the cluster remains unchanged. Which component should you inspect first to verify the 'automated pull-based reconciliation'?

Which of the following actions best aligns with the GitOps principle of 'Automated Pull-Based Reconciliation'?

What is the primary advantage of storing Kubernetes manifests in a version-controlled repository?

A company is choosing between a push-based CI/CD pipeline (e.g., executing 'kubectl apply' from GitHub Actions) and a pull-based GitOps controller (e.g., Argo CD or Flux). Which security advantage is uniquely provided by adopting the pull-based architecture?

When utilizing Git as the 'Source of Truth' for a cluster, what happens if the cluster state diverges from Git?

Which THREE components are essential for a robust pull-based GitOps deployment?

When defining a declarative desired state in Kubernetes, which attribute is essential to satisfy the 'declarative' principle?

Which TWO benefits does GitOps provide for team collaboration?

Which THREE principles are foundational to the GitOps model as defined by the CNCF GitOps Working Group?

Which TWO characteristics help ensure a GitOps repository is auditable?