From Prompt to Pipeline: Building Production-Ready Playwright Tests with AI

AI is making it easier than ever to create Playwright tests. The next opportunity is making sure that acceleration translates into reliable, maintainable automation that teams can confidently run at scale. This session explores how developers and quality engineers can take AI-assisted Playwright testing from initial generation to production-ready automation. We’ll look at where AI provides the greatest leverage and where thoughtful engineering practices make the difference when validating real user journeys and business-critical workflows. Attendees will learn how to move beyond test generation and strengthen the signals that matter: stable locators, meaningful assertions, reliable test data, CI discipline, and review practices that keep automation useful as applications evolve. The goal isn’t simply to generate more tests. It’s to combine AI speed with engineering discipline to build better automation, faster.