build:backend: stage: build script: npm run build:backend

test:frontend: stage: test needs: ["build:frontend"] script: npm run test:frontend

test:backend: stage: test needs: ["build:backend"] script: npm run test:backend

deploy: stage: deploy needs: ["test:frontend", "test:backend"] script: ./deploy.sh


### Parallel Execution

```yaml
test:
  parallel:
    matrix:
      - SUITE: [unit, integration, e2e]
  script:
    - npm run test:$SUITE

Interruptible Jobs

test:
  interruptible: true
  script:
    - npm test

deploy:production:
  interruptible: false  # Never cancel
  script:
    - ./deploy.sh

Configuration Organization

Split Configuration Files

# .gitlab-ci.yml
include:
  - local: .gitlab/ci/build.yml
  - local: .gitlab/ci/test.yml
  - local: .gitlab/ci/deploy.yml

stages:
  - build
  - test
  - deploy

Reusable Templates

.node_template: &node_template
  image: node:20-alpine
  before_script:
    - npm ci
  cache:
    key: ${CI_COMMIT_REF_SLUG}
    paths:
      - node_modules/

test:unit:
  <<: *node_template
  script:
    - npm run test:unit

test:lint:
  <<: *node_template
  script:
    - npm run lint

Extends Keyword

.base_job:
  image: node:20-alpine
  before_script:
    - npm ci

test:
  extends: .base_job
  script:
    - npm test

build:
  extends: .base_job
  script:
    - npm run build

Resource Management

Resource Groups

deploy:staging:
  resource_group: staging
  script:
    - ./deploy.sh staging

deploy:production:
  resource_group: production
  script:
    - ./deploy.sh production

Runner Tags

heavy_build:
  tags:
    - high-memory
    - docker
  script:
    - ./build.sh

Error Handling

Retry Configuration

test:flaky:
  retry:
    max: 2
    when:
      - runner_system_failure
      - stuck_or_timeout_failure
      - script_failure

Allow Failure

test:experimental:
  allow_failure: true
  script:
    - npm run test:experimental

test:experimental:soft:
  allow_failure:
    exit_codes: [42]  # Only allow specific exit code

Security Best Practices

Protected Pipelines

deploy:production:
  rules:
    - if: $CI_COMMIT_BRANCH == "main"
      when: manual
  environment:
    name: production

Secure Variables

# Use protected and masked variables
deploy:
  script:
    - echo "$API_KEY"  # Masked in logs
  rules:
    - if: $CI_COMMIT_REF_PROTECTED == "true"

Monitoring & Debugging

Job Logging

test:
  script:
    - set -x  # Enable debug output
    - npm test
  after_script:
    - echo "Job status: $CI_JOB_STATUS"

Pipeline Badges

[![Pipeline](https://gitlab.com/group/project/badges/main/pipeline.svg)](https://gitlab.com/group/project/-/pipelines)
[![Coverage](https://gitlab.com/group/project/badges/main/coverage.svg)](https://gitlab.com/group/project/-/pipelines)

Common Anti-Patterns

Avoid: Running all jobs in sequence Do: Use needs for parallel execution
Avoid: Downloading all artifacts Do: Use dependencies to limit downloads
Avoid: Rebuilding node_modules every job Do: Use cache with lock file keys
Avoid: Hardcoded secrets Do: Use CI/CD variables with protection
Avoid: Single monolithic .gitlab-ci.yml Do: Split into multiple included files

gitlab-ci-best-practices

GitLab CI - Best Practices

Pipeline Optimization

Use DAG with Needs