Builder Pattern + Faker in API Test Automation Using Playwright With TypeScript

Ever felt stuck writing Playwright tests because of messy or hardcoded test data? It usually starts simple, but as your tests grow, like testing an e-commerce or finance-related application, managing realistic data quickly becomes confusing and repetitive. More time is spent fixing test data than actually testing.