Free Linux Foundation CNPA Exam Questions

Become Linux Foundation Certified with updated CNPA exam questions and correct answers

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Total 86 Questions | Updated On: Oct 29, 2025

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Question 1

In what way does an internal platform impact developers' cognitive load?

A : It has no impact on the mental effort required from developers, ensuring their cognitive load remains unchanged.

B : It reduces cognitive load by hiding complex infrastructure details and providing simple interfaces.

C : It shifts all operational complexity onto developers, making them fully responsible for managing the process.

D : It increases cognitive load by requiring knowledge of all the underlying tools involved.

Answer: B

Question 2

Which of the following is a primary benefit of using Kubernetes Custom Resource Definitions (CRDs) in a self-service platform model?

A : CRDs automatically manage the scaling and failover of platform services without additional configuration.

B : CRDs eliminate the need for Role-based access control (RBAC) configurations in Kubernetes clusters.

C : CRDs enable platform teams to define custom APIs without modifying the Kubernetes API server code.

D : CRDs provide built-in support for multi-cloud deployments without additional tooling.

Answer: C

Question 3

During a platform engineering meeting, a team discusses the importance of automating deployment processes to enhance collaboration and efficiency. What is the primary benefit of implementing automation in DevOps practices within platform engineering?

A : It reduces the need for communication between team members.

B : It eliminates the need for any manual intervention.

C : It creates dependencies on specific tools and platforms.

D : It accelerates deployments, enabling faster iterations and continuous delivery.

Answer: D

Question 4

Which metric measures a cloud native platform's impact on developer productivity and deployment speed?

A : Monitor overall cloud infrastructure cost and resource consumption.

B : Track average time from code commits to successful production deployment.

C : Evaluate total security vulnerabilities detected during platform usage.

D : Measure total cloud resource utilization across all development teams.

Answer: B

Question 5

During a Kubernetes deployment, a Cloud Native Platform Associate needs to ensure that the desired state of a custom resource is achieved. Which component of Kubernetes is primarily responsible for this task?

A : Kubernetes Scheduler

B : Kubernetes Etcd

C : Kubernetes API Server

D : Kubernetes Controller

Answer: D

Page: 1 / 18

Total 86 Questions | Updated On: Oct 29, 2025

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