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Orchestrating AI-Native Testing with Playwright

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About this event

What to expect

AI-powered test generation promises speed, but without the right architecture, those tests quickly become unmaintainable. This hands-on workshop teaches you how to build production-grade Playwright test systems that leverage AI effectively while maintaining strong engineering discipline. You'll learn the orchestration pattern — a practical framework that lets AI contribute reliably at scale without creating brittle, inconsistent test suites.

What You'll Learn

This three-hour online workshop focuses on the missing layer in AI testing: system design. Through architecture walkthroughs and live demos, you'll discover how to:

  • Design a Playwright architecture that works harmoniously with AI code generation
  • Implement the orchestration pattern for AI-native testing workflows
  • Structure fixtures and dependency injection for scalable automation
  • Build maintainable page objects and selector systems
  • Manage test data and configuration effectively across environments
  • Combine API testing and browser testing in one unified architecture
  • Generate maintainable tests with AI instead of fragile scripts

You'll walk away with a clear system design and reusable mental model for building AI-assisted testing workflows that actually scale in production.

Who Should Attend

This workshop is ideal for test automation engineers using or evaluating Playwright, QA engineers modernizing their automation architecture, developers responsible for end-to-end tests, SDETs and platform engineers building reusable testing systems, and engineering teams exploring how AI fits into testing workflows. It's especially valuable for teams that want to combine AI speed with strong engineering discipline rather than treating AI as a novelty.

Why This Workshop Matters

Most AI testing tools promise faster test generation, but speed alone doesn't solve the real problem. Without strong architecture, AI-generated tests often lead to brittle test suites, inconsistent code structures, and difficult maintenance. This workshop focuses on building Playwright systems where AI works within clear architectural boundaries, making your automation faster, scalable, and production-ready.

Meet Your Instructors

The workshop is led by Ivan Davidov, QA Automation Lead with deep expertise in building software teams can release with confidence, and Debbie O'Brien, Playwright Ambassador and Senior Staff Developer Relations Engineer at Block who previously led innovation in developer tools

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