Test automation has always been about working smarter — writing less, covering more, catching things earlier. AI is the next lever. I'm actively building frameworks that use Claude and Playwright MCP to do things that weren't practical to automate before.
Using Claude to generate, review, and maintain Appium test scripts. Goal: reduce the manual overhead of mobile test authoring while improving coverage of edge cases that engineers typically miss.
Leveraging Playwright's MCP integration to enable AI-driven exploratory testing — letting an agent navigate, probe, and surface issues that scripted tests miss entirely.
Traditional automation scales coverage but still requires an engineer to know what to test and how to write it. AI changes both constraints — it can generate test cases from specs, maintain scripts as UIs change, and explore surfaces that no one thought to script. I'm building these capabilities into the tools I already use every day.
Demo projects, automation samples, and ongoing experiments.