1.12Newman in GitHub Actions

jobs:
  api-tests:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
      - run: npm install -g newman newman-reporter-htmlextra
      - run: |
          newman run tests/collection.json \
            --environment tests/staging.json \
            --reporters cli,junit,htmlextra \
            --reporter-junit-export results.xml \
            --reporter-htmlextra-export report.html
      - uses: actions/upload-artifact@v4
        if: always()
        with:
          name: api-test-report
          path: |
            results.xml
            report.html

PRO TIP: Always use if: always() on the artifact upload step. This ensures test reports are saved even when tests fail -- which is exactly when you need them most.

2.2 pytest + requests: Full Control

For production API test suites, pytest with the requests library provides the flexibility, maintainability, and power that Newman cannot match.