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

5 May 2026 · 30 min

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

0:00 30:23

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

The episode on the publisher’s site (opens in a new tab)

Shows are listed from Apple Podcasts' charts and directory, and Podcast Index where it is used. Every show and episode belongs to its publisher and plays from the publisher's own feed; this site hosts none of them. Explicit shows are for adult profiles only, and children’s profiles hear only children’s shows. More about this list.