Stop Rewriting Tests: How to Add AI to Selenium and Playwright Without Starting Over with Alex Rodionov

AI-powered testing tools promise faster automation and less maintenance, but most require teams to abandon their existing frameworks.

In this episode, we explore Alumnium, an opensource AI-native end-to-end testing solution created by Alex Rodionov, an engineer at Airbnb and a tech lead on the Selenium project.

Instead of replacing tools like Playwright or Selenium, Alumnium adds an AI layer on top, helping teams:

• Reduce test maintenance by removing brittle locators
• Build more resilient, self-healing tests
• Write less code while increasing coverage
• Run tests across web and mobile using intent-based steps

We also go beyond the hype and break down what actually matters for real teams:

• Why AI-driven tests can still become flaky
• The performance and cost tradeoffs of LLM-based execution
• What "context rot" is—and how it impacts long test runs
• How to safely introduce AI into existing test suites without rewriting everything

Check it out now: https://testguild.me/alumAI