GITLAB CERTIFIED CI/CD ASSOCIATE (GITLAB CERTIFIED CI/CD ASSOCIATE EXAM)
COMPLETE PRACTICE TEST BANK QUESTIONS AND ANSWERS | VERIFIED
SOLUTIONS | UPDATED 2026/2027 CERTIFICATION PREP STUDY GUIDE
Examiner/Administrator: GitLab
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
GITLAB CERTIFIED CI/CD ASSOCIATE EXAM
2026/2027 EDITION
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
COMPLETE PRACTICE EXAM
100+ MULTIPLE-CHOICE QUESTIONS
PASSING SCORE: 70%
TESTING TIME: 120 MINUTES
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
TABLE OF CONTENT
CI/CD Fundamentals and Pipeline Architecture
GitLab Repository Management and Workflow
GitLab CI/CD Configuration with YAML
Runners, Executors, and Pipeline Execution
Jobs, Stages, Artifacts, and Dependencies
Variables, Secrets, and Environment Management
Automation, Deployment Strategies, and DevOps Practices
Security Integration and Compliance Concepts
Troubleshooting and Pipeline Optimization
GitLab CI/CD Best Practices and Advanced Concepts
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
GITLAB CERTIFIED CI/CD ASSOCIATE || ALIGNED WITH CURRENT GITLAB CI/CD
COMPETENCY OBJECTIVES || PROFESSIONAL CERTIFICATION PREPARATION
MATERIAL || ORIGINAL PRACTICE EXAM CONTENT || 100% VERIFIED STUDY
RESOURCE || COMPREHENSIVE TECHNICAL EXAM REVIEW || PREPARED FOR
,DEVOPS AND CI/CD CERTIFICATION SUCCESS || PROFESSIONAL EXAMINATION
USE - 2026/2027 EDITION
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
CI/CD FUNDAMENTALS AND PIPELINE ARCHITECTURE
Q1. A DevOps engineer is designing a GitLab CI/CD workflow for a large application.
The team wants every code change submitted to the repository to automatically
trigger validation, testing, and deployment processes. Which GitLab feature provides
the foundation for this automated workflow?
A. GitLab Issues
B. GitLab CI/CD Pipelines
C. GitLab Wiki Pages
D. GitLab Snippets
Correct Answer: 🔴 B. GitLab CI/CD Pipelines
Explanation: 🔹 GitLab CI/CD Pipelines automate the software delivery lifecycle by
executing defined jobs such as building, testing, and deploying applications. Pipelines
are configured through .gitlab-ci.yml files and are triggered by repository events.
GitLab Issues manage project tracking, Wiki Pages store documentation, and Snippets
share reusable code examples, but they do not automate delivery workflows.
Q2. A development team wants to ensure that application code is tested
automatically before being merged into the main branch. Which CI/CD practice
should be implemented?
A. Manual deployment approvals only
B. Continuous Integration with automated testing
C. Removing all pipeline stages
D. Disabling merge request validation
Correct Answer: 🔴 B. Continuous Integration with automated testing
,Explanation: 🔹 Continuous Integration (CI) focuses on frequently integrating code
changes and automatically validating them through builds and tests. Automated
testing prevents defective code from being merged. Manual approvals may support
deployment controls, but they do not replace CI validation. Removing stages or
disabling validation reduces reliability.
Q3. A GitLab administrator notices that developers are committing code successfully,
but pipelines are not starting. The .gitlab-ci.yml file exists in the repository. What
is the most likely cause?
A. The repository has too many branches
B. No GitLab Runner is available to execute jobs
C. GitLab does not support YAML configuration
D. The project contains documentation files
Correct Answer: 🔴 B. No GitLab Runner is available to execute jobs
Explanation: 🔹 GitLab CI/CD jobs require a GitLab Runner to execute instructions
defined in the pipeline configuration. A valid YAML file alone does not perform
execution. Branch count, documentation files, and GitLab YAML support are unrelated
to runner availability.
Q4. A company wants developers to receive immediate feedback whenever they
introduce code changes that break the application build. Which CI/CD principle
supports this requirement?
A. Continuous Integration
B. Manual Change Management
C. Delayed Deployment
D. Isolated Documentation
Correct Answer: 🔴 A. Continuous Integration
, Explanation: 🔹 Continuous Integration provides rapid feedback by automatically
building and testing changes as they are introduced. This allows teams to identify
defects early. Manual processes and delayed validation increase the time required to
detect problems.
Q5. A GitLab project contains multiple pipeline jobs. The team wants some jobs to
execute only after previous validation steps succeed. Which pipeline concept controls
this sequence?
A. Issues
B. Stages
C. Labels
D. Merge requests
Correct Answer: 🔴 B. Stages
Explanation: 🔹 GitLab CI/CD stages define the order in which groups of jobs execute.
Jobs in later stages typically wait until earlier stages complete successfully. Issues,
labels, and merge requests support project collaboration but do not define pipeline
execution order.
GITLAB CI/CD CONFIGURATION WITH YAML
Q6. A developer creates a .gitlab-ci.yml file but receives configuration errors
during pipeline creation. Which area should be checked first?
A. YAML syntax and indentation
B. Browser cache settings
C. GitLab profile picture
D. Repository description text
Correct Answer: 🔴 A. YAML syntax and indentation
Explanation: 🔹 GitLab CI/CD configuration relies on YAML formatting rules. Incorrect
indentation, invalid keys, or syntax errors commonly prevent pipelines from loading.
COMPLETE PRACTICE TEST BANK QUESTIONS AND ANSWERS | VERIFIED
SOLUTIONS | UPDATED 2026/2027 CERTIFICATION PREP STUDY GUIDE
Examiner/Administrator: GitLab
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
GITLAB CERTIFIED CI/CD ASSOCIATE EXAM
2026/2027 EDITION
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
COMPLETE PRACTICE EXAM
100+ MULTIPLE-CHOICE QUESTIONS
PASSING SCORE: 70%
TESTING TIME: 120 MINUTES
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
TABLE OF CONTENT
CI/CD Fundamentals and Pipeline Architecture
GitLab Repository Management and Workflow
GitLab CI/CD Configuration with YAML
Runners, Executors, and Pipeline Execution
Jobs, Stages, Artifacts, and Dependencies
Variables, Secrets, and Environment Management
Automation, Deployment Strategies, and DevOps Practices
Security Integration and Compliance Concepts
Troubleshooting and Pipeline Optimization
GitLab CI/CD Best Practices and Advanced Concepts
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
GITLAB CERTIFIED CI/CD ASSOCIATE || ALIGNED WITH CURRENT GITLAB CI/CD
COMPETENCY OBJECTIVES || PROFESSIONAL CERTIFICATION PREPARATION
MATERIAL || ORIGINAL PRACTICE EXAM CONTENT || 100% VERIFIED STUDY
RESOURCE || COMPREHENSIVE TECHNICAL EXAM REVIEW || PREPARED FOR
,DEVOPS AND CI/CD CERTIFICATION SUCCESS || PROFESSIONAL EXAMINATION
USE - 2026/2027 EDITION
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
CI/CD FUNDAMENTALS AND PIPELINE ARCHITECTURE
Q1. A DevOps engineer is designing a GitLab CI/CD workflow for a large application.
The team wants every code change submitted to the repository to automatically
trigger validation, testing, and deployment processes. Which GitLab feature provides
the foundation for this automated workflow?
A. GitLab Issues
B. GitLab CI/CD Pipelines
C. GitLab Wiki Pages
D. GitLab Snippets
Correct Answer: 🔴 B. GitLab CI/CD Pipelines
Explanation: 🔹 GitLab CI/CD Pipelines automate the software delivery lifecycle by
executing defined jobs such as building, testing, and deploying applications. Pipelines
are configured through .gitlab-ci.yml files and are triggered by repository events.
GitLab Issues manage project tracking, Wiki Pages store documentation, and Snippets
share reusable code examples, but they do not automate delivery workflows.
Q2. A development team wants to ensure that application code is tested
automatically before being merged into the main branch. Which CI/CD practice
should be implemented?
A. Manual deployment approvals only
B. Continuous Integration with automated testing
C. Removing all pipeline stages
D. Disabling merge request validation
Correct Answer: 🔴 B. Continuous Integration with automated testing
,Explanation: 🔹 Continuous Integration (CI) focuses on frequently integrating code
changes and automatically validating them through builds and tests. Automated
testing prevents defective code from being merged. Manual approvals may support
deployment controls, but they do not replace CI validation. Removing stages or
disabling validation reduces reliability.
Q3. A GitLab administrator notices that developers are committing code successfully,
but pipelines are not starting. The .gitlab-ci.yml file exists in the repository. What
is the most likely cause?
A. The repository has too many branches
B. No GitLab Runner is available to execute jobs
C. GitLab does not support YAML configuration
D. The project contains documentation files
Correct Answer: 🔴 B. No GitLab Runner is available to execute jobs
Explanation: 🔹 GitLab CI/CD jobs require a GitLab Runner to execute instructions
defined in the pipeline configuration. A valid YAML file alone does not perform
execution. Branch count, documentation files, and GitLab YAML support are unrelated
to runner availability.
Q4. A company wants developers to receive immediate feedback whenever they
introduce code changes that break the application build. Which CI/CD principle
supports this requirement?
A. Continuous Integration
B. Manual Change Management
C. Delayed Deployment
D. Isolated Documentation
Correct Answer: 🔴 A. Continuous Integration
, Explanation: 🔹 Continuous Integration provides rapid feedback by automatically
building and testing changes as they are introduced. This allows teams to identify
defects early. Manual processes and delayed validation increase the time required to
detect problems.
Q5. A GitLab project contains multiple pipeline jobs. The team wants some jobs to
execute only after previous validation steps succeed. Which pipeline concept controls
this sequence?
A. Issues
B. Stages
C. Labels
D. Merge requests
Correct Answer: 🔴 B. Stages
Explanation: 🔹 GitLab CI/CD stages define the order in which groups of jobs execute.
Jobs in later stages typically wait until earlier stages complete successfully. Issues,
labels, and merge requests support project collaboration but do not define pipeline
execution order.
GITLAB CI/CD CONFIGURATION WITH YAML
Q6. A developer creates a .gitlab-ci.yml file but receives configuration errors
during pipeline creation. Which area should be checked first?
A. YAML syntax and indentation
B. Browser cache settings
C. GitLab profile picture
D. Repository description text
Correct Answer: 🔴 A. YAML syntax and indentation
Explanation: 🔹 GitLab CI/CD configuration relies on YAML formatting rules. Incorrect
indentation, invalid keys, or syntax errors commonly prevent pipelines from loading.
