AI in Testing: From Scenarios to Automation

In this 3-hour hands-on workshop, we will explore how Artificial Intelligence can enhance the way we design, analyze, and execute tests across different roles — not only for QA engineers, but for anyone involved in building quality software. We'll start with a practical overview of AI and the tools available today, understanding how they can support testing activities in real-world scenarios. Then, we'll move into hands-on exercises focused on using AI to derive test scenarios, identify edge cases, and assist in bug analysis and investigation. Finally, we'll explore how AI-powered agents can be used to accelerate test automation — generating, improving, and even executing tests with modern tools like Playwright. By the end of the session, participants will understand how to use AI as a testing copilot to improve coverage, speed, and confidence — while maintaining critical thinking and quality ownership.

1. AI Fundamentals for Software Quality
2. AI-Powered Test Design & Analysis (Hands-on)
3. Accelerating Automation with AI & Playwright (Hands-on)
4. Best Practices & Future Outlook