How I Approach Testing End-To-End
From unit to Playwright stable suites, this explains how I design tests that catch regressions early.
Testing Pyramid In Practice
I prioritize fast unit and integration tests, then use end-to-end tests for critical business flows that must never regress.
Stable vs Generated E2E
Stable suites protect core user journeys, while generated suites help discover edge cases and improve coverage over time.
Quality Feedback Loops
I make test feedback actionable by keeping failures readable, reproducible, and tied directly to intended behavior.