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Linux Foundation Certified GitOps Associate Sample Questions (Q47-Q52):

NEW QUESTION # 47
Can you choose one example whereConfiguration as Codemay be utilized to manage an application's configuration and source code?

A. Using a GUI-based configuration tool to visually configure and manage the source code of a microservices architecture.
B. Using a manual process of editing configuration files and manually syncing the source code of a monolithic application.
C. Using a Helm chart to define and manage the configuration and container image of a web application deployed on Kubernetes.
D. Using a spreadsheet to manually update and manage the configuration and source code of a mobile application.

Answer: C

Explanation:
Configuration as Codeis a GitOps-related practice where configurations are stored as declarative definitions in version control. Helm charts, for example, allow applications deployed on Kubernetes to have both their container images and configuration specified declaratively.
"Configuration as Code enables teams to manage application and infrastructure configuration in version control systems, using declarative approaches such as Kubernetes manifests or Helm charts. This ensures repeatability, automation, and auditability." Thus,Helm chartsare a prime example of this practice, makingCcorrect.
References:GitOps Related Practices (CNCF GitOps Working Group), Configuration as Code.

NEW QUESTION # 48
Would you implement DevSecOps culture in CI/CD pipelines?

A. No, DevSecOps focuses only on security outside of CI/CD pipelines.
B. No, because CI/CD systems are incompatible with the DevSecOps culture.
C. Yes, DevSecOps is essential for CI/CD pipelines. It helps build software without any security issues.
D. No, because CI/CD systems are totally secure by design.

Answer: C

Explanation:
DevSecOpsintegrates security into the DevOps culture and CI/CD pipelines. Instead of treating security as an afterthought, DevSecOps ensures security checks, policies, and automated validations are embedded throughout the CI/CD process.
"DevSecOps emphasizes shifting security left, integrating security testing, validation, and compliance into every stage of the CI/CD pipeline. This ensures vulnerabilities are detected early and software is delivered securely." Thus,Dis correct: DevSecOps culture is essential for CI/CD pipelines to ensure security is baked into software delivery.
References:GitOps Related Practices (CNCF GitOps Working Group), DevSecOps in CI/CD.

NEW QUESTION # 49
In a GitOps framework, what distinct advantage does Configuration as Code (CaC) provide in comparison to traditional infrastructure management approaches?

A. CaC in GitOps exclusively automates the documentation process, whereas traditional approaches focus on manual documentation.
B. In GitOps, CaC enables dynamic resource allocation during runtime, contrasting with the static configurations in traditional methods.
C. GitOps leverages CaC for immutable infrastructure deployments, ensuring consistent environments, unlike traditional methods that allow ad-hoc changes.
D. CaC is less secure and more complex than traditional infrastructure management.

Answer: C

Explanation:
Configuration as Code (CaC)in GitOps ensures that infrastructure and application definitions are stored in Git, version-controlled, and immutable. Unlike traditional approaches (manual changes, scripts, mutable infrastructure), GitOps uses CaC forimmutable infrastructure deployments, guaranteeing reproducibility and environment consistency.
"Configuration as Code ensures that system configuration is stored declaratively in version control. This allows immutable deployments, reproducibility, consistency across environments, and prevents ad-hoc manual changes." Thus, the distinct advantage isimmutable deployments and consistent environments, makingBcorrect.
References:GitOps Related Practices (CNCF GitOps Working Group).

NEW QUESTION # 50
In the context of GitOps, which of the following is the primary purpose of Desired State?

A. To track code changes that developers have made.
B. For monitoring real-time application performance.
C. To serve as a blueprint to recreate a system for behavioral consistency.
D. To store all persistent application data, such as database content.

Answer: C

Explanation:
TheDesired Statein GitOps is the declarative specification of how the system should behave. It is stored in Git and serves as the reference point for reconciliation against the actual state.
"The desired state is a complete specification of the system stored in Git. It acts as the blueprint from which the actual state is continuously reconciled, ensuring the system remains consistent and reproducible." Thus, theprimary purpose of Desired Stateis to act as ablueprintto recreate and ensure consistency of the system.
References:GitOps Terminology (CNCF GitOps Working Group).

NEW QUESTION # 51
You are working on a GitOps project and need to understand the similarities and differences between pull- based messaging systems and event-driven systems. What is a key difference between these two types of systems?

A. When only events trigger reconciliation, the system is more vulnerable to drift caused by other things.
B. Pull-based systems require a constant network connection to receive updates.
C. Event-driven systems are less flexible and scalable compared to pull-based systems.
D. Pull-based systems are more efficient in handling real-time events.

Answer: A

Explanation:
In GitOps, thepull-based modelcontinuously reconciles the actual state with the desired state. This makes it resilient to drift, since reconciliation runs regularly. In contrast,event-driven systemsonly reconcile when an event occurs (e.g., a webhook), which makes them more prone to drift if changes happen outside those events.
"A pull-based reconciliation loop ensures continuous alignment with the desired state. Event-driven reconciliation, triggered only on events, risks system drift if changes occur outside those triggers." Thus, the correct answer isD.
References:GitOps Related Practices (CNCF GitOps Working Group), Reconciliation Models.

NEW QUESTION # 52
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