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Code Coverage Metrics: What They Mean and When They Lie
Code coverage metrics are one of the most misunderstood measurements in software engineering. Teams chase 80% or 90% coverage thresholds...
Snapshot Testing: Benefits, Pitfalls, and Best Practices
Snapshot testing sounds like a developer’s dream: write one assertion, and the framework captures the entire output for you. No...
Testing React Components with React Testing Library
If your React tests break every time you refactor a component’s internals — even when the user-facing behavior stays the...
Load Testing Your APIs with k6 and Grafana
If your API handles ten requests per second during development but crashes at a hundred in production, you have a...
Visual Regression Testing with Percy or Chromatic
If your team has ever shipped a CSS change that looked fine on the page you edited but broke the...
Test-Driven Development (TDD) in Practice: A Real-World Example
Most TDD tutorials stop at a calculator function or a FizzBuzz exercise. That’s fine for learning the syntax, but it...
Mocking in Tests: When and How to Mock External Dependencies
If your unit tests break every time you refactor internal code, or if they pass despite real bugs slipping through,...
Contract Testing with Pact for Microservices
If your microservices pass their own integration tests but still break each other in production, the problem isn’t test coverage...
API Testing with Postman and Newman in CI/CD Pipelines
If your team tests APIs by manually clicking through Postman before every release, you’re spending time that automation should handle....