Own the design and continuous improvement of scalable Playwright automation architecture — reusable fixtures, test utilities, and coding standards.
Use AI as a force multiplier for test creation, debugging, migration, test-data generation, documentation, and failure analysis — while staying accountable for test quality and release confidence.