π Principal Software Engineer in Test | π€ Building AI-powered QA tools | π§ͺ Making quality engineering smarter
I'm passionate about building AI agents that help QA engineers focus on the product itself β automating the tedious parts so humans can do what they do best: think critically about quality.
- π playwright-ai-observer β AI-powered visual QA observer for Playwright tests. Find UI bugs without baselines using GPT-4 Vision.
- π grafana-log-analyzer β CLI tool for analyzing Grafana Loki logs with AI agent integration. Granular analysis modes, token-efficient output, zero dependencies.
- π qa-dashboard β Modern dashboard for visualizing QA test results with React, Material-UI, and a REST API.
- Building AI agents that augment QA workflows β from visual testing to log analysis
- Exploring how LLMs can understand application behavior and surface real bugs
- Writing about SDET tooling and AI-assisted testing
- πΌ LinkedIn
- π¦ X / Twitter
- βοΈ Medium
- π¬ Substack
"Automate the boring, test the interesting."

