django-tdd

Django REST Framework API testing under TDD uses pytest-django and factory_boy to configure fixtures and factories, driving Red-Green-Refactor cycles across serializers, views, and edge cases for reliable API endpoints.

Isolating Django model tests with pytest-django utilizes dedicated fixtures and factory_boy factories to generate deterministic test data, ensuring each test runs independently without database side effects or external service dependencies.

Mocking external services in Django tests applies pytest-django patterns to intercept interactions, replacing live API calls with controlled mocks that keep test execution fast, reliable, and deterministic across CI runs.

factory_boy is required to generate test data for comprehensive Django testing workflows, working alongside pytest-django to configure model factories, fixtures, and test isolation across unit and integration tests.

Applying TDD workflow to Django views and serializers follows the Red-Green-Refactor methodology: writing failing tests first, implementing minimum code to pass, and refactoring to drive reliable code design and test coverage.

Coverage reports for Django and DRF testing infrastructure are generated through pytest-django configurations, analyzing unit and integration test execution to validate models, views, and APIs while reporting maintainability metrics for CI.