I'm a Quality Engineering Lead — still hands-on. I build the systems that produce quality: test architecture, CI/CD, infrastructure and the tooling around them — mostly TypeScript, Playwright, and Python.
Right now most of my work is AI in testing: automated failure analysis with fix hypotheses, autonomous test agents, and eval suites for AI product features — the ones that refuse to be deterministic.
I also set the authoring rules and prompts that let developers write their own tests without the suite falling apart.
Playwright contributor. I mentor engineers on test architecture, flaky tests, CI/CD, and building QA from scratch.
