Why Testing Matters More Than Ever in Vibe Coding
A conversation with Debbie O'Brien, Principal Technical Program Manager @ Microsoft
In this episode, Marcelo welcomes Debbie O’Brien, Microsoft’s Principal Technical Program Manager behind Playwright’s Model Context Protocol (MCP). Together they explore why testing is now more crucial than ever in vibe coding, examining how rigorous testing prevents regressions and builds resilient AI-generated systems. They unpack the full testing spectrum—from unit and integration to E2E, performance, and exploratory tests—and delve into various AI powered tools (include Playwright) that will help you get your testing done quicker and more efficiently through natural-language prompts and agent-powered workflows.
Key Topics Covered
- Why testing has become essential as vibe coding accelerates development.
- How unit, integration, E2E, performance, and exploratory tests work together to catch issues early.
- What Playwright’s Model Context Protocol (MCP) is and how it enables LLMs to control browsers via structured accessibility snapshots.
- How MCP empowers AI-driven workflows—writing tests in natural language, running them, and autonomously repairing failures.
- Practical insights from Debbie’s experience on adopting AI testing in real-world teams and reducing brittleness.
Resources to Check Out
About the Guest

Debbie O'Brien, Principal Technical Program Manager @ Microsoft
Debbie O'Brien, Principal Technical Program Manager @ Microsoft is part of the Developer Division team advocating for Playwright e2e testing. She gives talks on testing and works on the documentation site for Playwright. Sh'’s also in charge of building the Playwright community and ambassadors program.
About the Host

Marcelo Lewin, Founder @ iCodeWith.ai
Marcelo is the founder of iCodeWith.ai. He has 30+ years of experience in the tech industry. He's a Vibe Coder Advocate, passionate about helping non-developers build apps using AI. Prior to launching iCodeWith.ai, Marcelo founded several other startups and held roles at companies like Toyota, NBC, Cigna, J.F. Shea, and Walt Disney Imagineering.