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DevOps / Gitlab Interview questions

What is the difference between "include" and "extends" in GitLab CI/CD YAML?

include pulls in an entire external .gitlab-ci.yml file (local, from another project, a remote URL, or a CI/CD component) and merges its contents into the current pipeline definition, useful for sharing whole sets of jobs or templates across projects.

extends works within a single resolved configuration: it lets one job inherit the keys of another job (or hidden template job, usually prefixed with a dot like .base_job), then override or add specific keys, similar to inheritance between classes.

.base_test:
  image: node:20
  script:
    - npm install

unit-tests:
  extends: .base_test
  script:
    - npm run test:unit

include:
  - project: 'my-group/ci-templates'
    file: '/security-scans.yml'

In short: include brings in files; extends reuses job definitions within the final merged file. They're often used together, including a shared template file and then extending one of the hidden jobs it defines to customize it for a specific project.

The include keyword is used to:
The extends keyword lets a job:

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