testing

A scalable testing strategy uses a proven testing pyramid to distribute unit, integration, and E2E tests effectively. This approach aligns teams on best practices, reduces regressions, and ensures comprehensive code quality validation across all test layers.

Test doubles like mocks, stubs, spies, and fakes should be used when you need to isolate components and control test outcomes in integration tests. They help simulate dependencies, allowing you to build deterministic test data and verify interactions without relying on external systems.

The best way to generate a complete test plan is to define unit tests, integration tests, and a basic CI workflow together. This ensures comprehensive coverage from the start, aligning testing approaches like TDD or test-after with your specific feature requirements.

Handling flaky tests in CI pipelines requires strategies to identify and isolate non-deterministic behavior. You can address flaky tests by building deterministic test data with builders or factories and enforcing strict patterns for test organization and data management in your CI configuration.

Yes, you can integrate testing conventions directly into CI pipelines. By configuring CI tools to validate code quality and enforcing patterns for test organization and naming, you ensure automated validation of unit, integration, and E2E tests during the development workflow.