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[General] CGOA Best Preparation Materials & Test CGOA Question

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【General】 CGOA Best Preparation Materials & Test CGOA Question

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Linux Foundation CGOA Exam Syllabus Topics:
TopicDetails
Topic 1
  • GitOps Terminology: This section of the exam measures the skills of DevOps Engineers and covers the foundational terms of GitOps, including declarative descriptions, desired state, state drift, reconciliation, managed systems, state stores, feedback loops, and rollback concepts.
Topic 2
  • Tooling: This section of the exam measures skills of DevOps Engineers and covers the tools supporting GitOps, including manifest formats, packaging methods, state store systems such as Git and alternatives, reconciliation engines like ArgoCD and Flux, and interoperability with CI, observability, and notification tools.
Topic 3
  • GitOps Patterns: This section of the exam measures skills of Site Reliability Engineers and covers deployment and release patterns, progressive delivery, pull versus event-driven approaches, and various architectural patterns for in-cluster and external reconcilers.
Topic 4
  • Related Practices: This section of the exam measures the skills of DevOps Engineers and covers how GitOps relates to broader practices like configuration as code, infrastructure as code, DevOps, and DevSecOps, along with continuous integration and delivery.
Topic 5
  • GitOps Principles: This section of the exam measures skills of Site Reliability Engineers and covers the main principles of GitOps, such as being declarative, versioned and immutable, automatically pulled, and continuously reconciled.

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Linux Foundation Certified GitOps Associate Sample Questions (Q41-Q46):NEW QUESTION # 41
In GitOps, how are the Desired State declarations pulled from the source?
  • A. By sending a request to the source repository.
  • B. With a CLI command or API call.
  • C. Automatically by software agents.
  • D. Manually triggered by a webhook.
Answer: C
Explanation:
A fundamental GitOps principle is that reconciliation isautomated and continuous. Software agents (e.g., controllers like ArgoCD or Flux) continuously pull desired state declarations from Git repositories and reconcile them with the actual state.
"Software agents automatically pull the desired state declarations from the source of truth and continuously reconcile the actual state to match." Thus, the correct answer isC.
References:GitOps Principles (CNCF GitOps Working Group),Principle 4: Continuously reconciled.

NEW QUESTION # 42
You are working on a GitOps project and want to trigger a reconcile process before the next scheduled reconciliation. What is the recommended way to do this?
  • A. Schedule a cron job to run the reconcile process periodically, using RBAC to authenticate.
  • B. Use a webhook to trigger the reconcile process based on events or changes in the Git repository.
  • C. Adjust the reconcile process interval time.
  • D. Manually execute a script to initiate the reconcile process on the cluster using GitOps tool CLI commands.
Answer: B
Explanation:
Although reconciliation is continuous in GitOps, tools often allow reconciliation to be triggered earlier than the normal polling interval. The recommended approach is to usewebhooks from the Git repository, which notify the GitOps controller of changes and trigger an immediate reconcile.
"While reconciliation loops continuously compare desired and actual state, reconciliation can be triggered sooner by webhooks from version control events, ensuring timely application of changes." Thus, the correct answer isA.
References:GitOps Principles (CNCF GitOps Working Group), Reconciliation and Webhooks.

NEW QUESTION # 43
In the context of GitOps, what doesContinuousmean?
  • A. Reconciliation must happen instantaneously.
  • B. Reconciliation happens only during instantiation.
  • C. Reconciliation only happens once.
  • D. Reconciliation continues to happen.
Answer: D
Explanation:
One of the four core GitOps principles is that the system must beContinuously Reconciled. This means reconciliation is not a one-time or on-demand process but happensconstantlyin the background, ensuring the actual system state remains aligned with the declared desired state.
"GitOps requires that reconciliation is continuous. Software agents continuously compare actual state against desired state and automatically reconcile differences." Thus, the correct answer isC.
References:GitOps Principles (CNCF GitOps Working Group),Principle 4: Continuously reconciled.

NEW QUESTION # 44
You are packaging a complex application to deploy to multiple Kubernetes clusters using GitOps. Which of the following would be a suitable solution for this process?
  • A. Creating a well-formatted script to deploy the application to the Kubernetes cluster.
  • B. Configuring a CI/CD pipeline to build and deploy the application to the Kubernetes cluster automatically.
  • C. Creating a Helm chart to define the application's configuration and dependencies.
  • D. Writing a Dockerfile to build a container image of the application and configuration.
Answer: C
Explanation:
Helm is a Kubernetes package manager widely used in GitOps for packaging, configuring, and deploying complex applications. Helm charts bundle configuration, dependencies, and Kubernetes manifests into reusable, declarative packages that can be applied across multiple clusters.
"Helm charts provide a way to package Kubernetes applications, defining configuration and dependencies declaratively. This allows consistent deployment across clusters in GitOps workflows." Thus, the correct answer isA.
References:GitOps Tooling (CNCF GitOps Working Group), Helm usage in GitOps.

NEW QUESTION # 45
You want to create a dashboard to monitor the performance of your application. Which of the following is a key principle of GitOps regarding dashboards?
  • A. Dashboards should be created using a proprietary tool.
  • B. Dashboards declarations should be in the Desired State store.
  • C. Dashboards should only be accessible to the development team.
  • D. The operations team should manually update dashboards.
Answer: B
Explanation:
In GitOps,everything that defines the system, including dashboards, must be stored declaratively in Git(the Desired State store). This ensures dashboards are versioned, reproducible, and consistent across environments.
"GitOps requires that all system components, including monitoring and observability configurations such as dashboards, are declared in Git. This ensures they are versioned, immutable, and reproducible." Thus,Dis correct.
References:GitOps Principles (CNCF GitOps Working Group).

NEW QUESTION # 46
......
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