GitLab Certified CI/CD Associate Questions in V8.02 Help You Achieve Success 2026 – Check GitLab Certified CI/CD Associate Free Dumps (Part 1, Q1-Q40)

1. You are tasked with managing a GitLab CI/CD pipeline that involves multiple interdependent jobs. It is crucial to visualize the dependencies and execution order of these jobs to ensure that the pipeline is optimized.

Which feature of GitLab helps you visualize the structure and flow of the pipeline?

2. You are working on a GitLab CI/CD pipeline for a project that involves building a large codebase. The build process is time-consuming, and you want to speed it up by caching dependencies between pipeline runs.

Which GitLab feature should you use to cache the dependencies effectively?

3. You are developing a CI/CD pipeline for an application that requires a MySQL database for integration tests. The tests must connect to this database service to verify the application's functionality.

How can you configure the GitLab CI/CD pipeline to provide a MySQL service for the integration tests?

4. You are configuring a CI/CD pipeline with multiple stages: build, test, and deploy. The deploy stage should only proceed if both the build and test stages are successful.

Which keyword can ensure that the deploy job only runs after the successful completion of the build and test jobs?

5. You are managing a complex CI/CD pipeline in GitLab for a large project with multiple microservices. Each microservice has its own repository and pipeline. You need to ensure that any change in a microservice repository automatically triggers a downstream pipeline in the main project repository to run integration tests.

Which feature in GitLab would best accomplish this?

6. You are managing a GitLab CI/CD setup with multiple runners. The builds are taking too long to complete.

Which strategy would best optimize the performance of your GitLab Runners?

7. You want a job in your pipeline to trigger a downstream pipeline only if the current pipeline is run on the develop branch.

Which configuration achieves this?

8. You are managing a CI/CD pipeline for a project that incorporates numerous open-source libraries. Your legal team requires you to ensure that all third-party libraries comply with the organization's licensing policies.

How can you automate this compliance check in your GitLab CI/CD pipeline?

9. In a CI/CD pipeline, you want to achieve continuous deployment to your production environment, ensuring that every change that passes the testing phase is automatically deployed.

Which two GitLab CI/CD features should you use to achieve this?

10. Which of the following scenarios would be most appropriate for using the Shell executor in GitLab CI/CD?

11. You are designing a GitLab CI/CD pipeline for a microservices application that includes multiple services each with their own repository. The pipeline should build, test, and deploy each service independently. However, the deployment stage should only trigger after the build and test stages of all services are successful.

How should you configure this pipeline to achieve the desired behavior?

12. You are managing a large-scale project with multiple environments in GitLab CI/CD. Your goal is to ensure that only specific tagged commits trigger deployments to the staging environment.

What is the most efficient way to configure the .gitlab-ci.yml file to achieve this?

13. You are setting up a GitLab CI/CD pipeline and want to group related jobs into stages. Each stage should represent a logical grouping of jobs, such as build, test, and deploy, to simplify pipeline visualization and management.

What is the correct syntax for grouping jobs into stages in a GitLab CI/CD pipeline?

14. Your GitLab CI/CD pipeline deploys an application to production automatically. Occasionally, a deployment introduces a critical bug.

What is the best practice for handling rollbacks in this scenario?

15. You are managing the CI/CD pipeline for a microservices-based application where each service is packaged into a Docker container. You have noticed that some of the container images contain vulnerabilities due to outdated base images.

How can you ensure that your container images are secure before deployment?

16. Which of the following best describes Continuous Delivery (CD) in a CI/CD pipeline?

17. You want to enhance the security of your containerized applications in GitLab by scanning container images for vulnerabilities as part of your CI/CD pipeline.

Which type of GitLab security scanning is specifically designed for this purpose?

18. Which features of the GitLab Pipeline Graph help in understanding and managing the flow of jobs in a complex CI/CD pipeline? Select twos correct answers.

19. You are managing a large project with multiple microservices, and you notice that deployments are becoming increasingly error-prone and time-consuming.

Which strategy would most effectively streamline your deployment process?

20. You are implementing a GitLab CI/CD pipeline for a complex application that requires building a Docker image, running unit tests, and then deploying to a Kubernetes cluster. The deployment should only occur if the unit tests pass.

How should you configure your pipeline to ensure this sequence?

21. You are managing a CI/CD pipeline in GitLab that needs to deploy to different environments based on the branch being merged (e.g., develop branch to staging, main branch to production).

How would you configure the pipeline to ensure the correct deployment for each branch?

22. You are managing a CI/CD pipeline in GitLab for a large application with multiple services. You notice that the pipeline is taking too long to complete due to numerous sequential jobs.

How can you optimize the pipeline to reduce the total execution time?

23. You are working on a project with multiple stages including build, test, and deploy. The build stage has three jobs that can run in parallel, the test stage should run only after the build stage completes, and the deploy stage should only run if the test stage is successful.

How should you structure your GitLab CI/CD pipeline to visualize and manage these dependencies effectively?

24. What is the primary benefit of integrating Dependency Scanning into your GitLab CI/CD pipeline?

25. 1.You are managing a complex GitLab CI/CD pipeline that involves multiple stages and needs to deploy to different environments (development, staging, and production) only after successful testing.

Which GitLab CI/CD feature would you use to organize and manage this complexity efficiently?

26. Which of the following scenarios is the most appropriate use case for the Kubernetes executor in GitLab CI/CD?

27. You need to configure a GitLab Runner to be available for use by all projects within a specific group but not available to projects outside of that group.

Which configuration setting should you apply to achieve this?

28. A GitLab CI/CD pipeline should only run specific jobs when a commit is tagged with a specific value.

How can you ensure that jobs are triggered by specific tags?

29. You are managing a project with multiple environments (development, staging, production) in GitLab CI/CD. You need to ensure that any changes pushed to the development branch trigger deployments to the development environment, changes to the staging branch trigger deployments to the staging environment, and only approved changes can be deployed to production from the main branch.

Which two .gitlab-ci.yml configurations should you use to achieve this?

30. You are managing multiple projects within a GitLab group, and each project has different CI/CD requirements. Some projects need to use specific hardware for building, while others can use generic runners. You need to configure GitLab runners at the group level to ensure appropriate runners are used for each project.

Which two configurations should you use?

31. In your GitLab CI/CD pipeline, you need to pass the build output from one job to another for testing. The build artifacts should be available only for a short period and should be deleted after the pipeline completes.

Which configuration best achieves this?

32. Which scenario best demonstrates the appropriate use of the Parallels executor in GitLab CI/CD?

33. What is the primary benefit of integrating Container Scanning into your GitLab CI/CD pipeline?

34. Which of the following features in GitLab provides security scanning capabilities to identify vulnerabilities in your codebase?

35. Which of the following statements is true about shared runners in GitLab?

36. Which of the following executors is an uncommon executor used in GitLab CI/CD, specifically for running jobs on remote machines that are not typically found in standard use cases?

37. In a CI/CD pipeline for a large-scale application, you need to ensure that code quality checks are performed before running the main test suite to save resources and time.

Which two methods should you use to achieve this in GitLab CI?

38. Your team is working on a GitLab project that handles sensitive user data. To prevent accidental exposure of secrets like API keys and passwords, you need to enable Secret Detection in your CI/CD pipeline.

Which of the following steps is NOT required to set up Secret Detection in GitLab?

39. You are managing a GitLab project with multiple stages in your CI/CD pipeline: build, test, and deploy. Recently, you introduced a new security_scan stage that should only run after successful completion of the test stage but before the deploy stage. Additionally, the deploy stage should only run if the security_scan stage passes on the main branch.

Which of the following .gitlab-ci.yml configurations correctly implements this scenario?

40. You are responsible for deploying a large-scale application that requires different environments for development, staging, and production, all running on Kubernetes clusters. You need to ensure that each environment has its own namespace and deployment strategy within the same pipeline.

Which approach would best suit this scenario in GitLab CI/CD?