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Exam CGOA Simulator Online - CGOA Exam Simulations
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Linux Foundation CGOA Exam Syllabus Topics:| Topic | Details | | Topic 1 | - 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 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 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.
| | Topic 4 | - 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 5 | - 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.
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Linux Foundation Certified GitOps Associate Sample Questions (Q26-Q31):NEW QUESTION # 26
You are working on a GitOps project and have made some changes to the cluster using kubectl. What is the recommended approach to ensure that your changes are continuously reconciled?
- A. Use kubectl to delete all resources that were changed in the cluster and wait for a reconcile.
- B. Reconcile the changes by running a script or command that synchronizes the cluster with the desired state.
- C. Save those changes to the Desired State store and allow the GitOps controller to attempt reconciliation.
- D. Delete and recreate the cluster from scratch to ensure a clean and controlled state.
Answer: C
Explanation:
In GitOps,Git is the single source of truth. If changes are made manually in the cluster (viakubectl), those changes will drift from the desired state in Git. To ensure consistency, the correct approach is toupdate the Git repository (Desired State store)so that the reconciler can continuously apply and maintain those changes.
"The desired state must always be declared in Git. Manual changes in the cluster will be overwritten by reconciliation unless they are committed to the Git repository." Thus, the correct answer isB.
References:GitOps Principles (CNCF GitOps Working Group), Drift and Reconciliation Practices.
NEW QUESTION # 27
When are progressive delivery patterns useful in software development and deployment?
- A. Progressive delivery patterns are primarily beneficial for small development teams rather than for large organizations.
- B. Progressive delivery patterns are useful in several software development and deployment scenarios, as they offer advantages such as risk reduction, improved quality, and better user experience.
- C. Progressive delivery patterns are useful during initial project development instead of in subsequent phases.
- D. Progressive delivery patterns are only useful for one-time, single-deployment scenarios, not ongoing, continuous delivery.
Answer: B
Explanation:
Progressive deliveryis a GitOps pattern used to release software gradually, reducing risks associated with deploying new versions. Techniques such as canary releases, feature flags, and blue-green deployments allow teams to incrementally roll out changes, validate functionality with subsets of users, and minimize potential disruptions.
"Progressive delivery builds on continuous delivery by enabling safer, incremental rollouts. This pattern reduces risk, improves reliability, enhances user experience, and allows for validation of features with a portion of users before wider release." Therefore, progressive delivery is useful inmultiple scenarios(not just one-time deployments or small teams), making optionCcorrect.
References:GitOps Patterns (CNCF GitOps Working Group), Progressive Delivery Patterns documentation.
NEW QUESTION # 28
In the context of GitOps, what doesContinuousmean?
- A. Reconciliation continues to happen.
- B. Reconciliation must happen instantaneously.
- C. Reconciliation only happens once.
- D. Reconciliation happens only during instantiation.
Answer: A
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 # 29
Which of the following is part of a declaratively defined system?
- A. Only the steps to reach the Desired State.
- B. Only the Desired State.
- C. Only the code for reaching the Desired State.
- D. Both the desired state and the steps to reach the Desired State.
Answer: B
Explanation:
In GitOps, systems are defined declaratively. This means that thedesired stateis described in Git, while the steps to achieve it are not explicitly defined. Instead, reconciliation agents interpret the declarative definition and automatically apply changes as needed.
"A declaratively defined system specifies only the desired state. It does not describe the sequence of steps required to reach that state. The reconciliation process ensures the system converges to the declared state automatically." Therefore, the correct answer isC: Only the Desired State.
References:GitOps Principles (CNCF GitOps Working Group),Principle 1: The system is described declaratively.
NEW QUESTION # 30
What is one of the key benefits of a pull-based reconciliation approach to configuration management?
- A. Simplified troubleshooting and debugging processes.
- B. Immediate response time to configuration changes.
- C. The CI has access credentials to the running system.
- D. Agents can access the Desired State at any time, not only when an event is triggered.
Answer: D
Explanation:
In GitOps, thepull-based reconciliation approachmeans that agents continuously monitor the Desired State in Git. Unlike push-based systems, which only act when triggered, pull-based systems can reconcile at any time, providing resilience, self-healing, and security (since no external system needs direct access to the cluster).
"In a pull-based model, reconciliation agents continuously fetch and compare the desired state, enabling self- healing and ensuring the desired configuration is accessible at all times." Thus, the correct answer isB.
References:GitOps Principles (CNCF GitOps Working Group), Pull vs. Push reconciliation models.
NEW QUESTION # 31
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