William Tran, QA engineer
Practical QA + AI field notes

Helping manual QA testers use
AI with confidenceTest more. Test better.

I test AI-assisted workflows, document the results, and share the checks that catch mistakes.

Each lesson includes a workflow you can try and checks you can run.

QA advice for your next
test session.

Try it in your next testSteps you can run today

Built for manual testingPlain English and QA context

See the checksWhat worked and what failed

William Tran with the williamtranQA mascot
About

Hi, I’m William.

I’m William Tran, and I write here as The QAI Guy. I’m a manual tester exploring how AI can help good testers move faster and stay thoughtful.

I started in games testing at Atari Melbourne and grew through automation, quality engineering, and leading QA teams. Here I share the workflows that survived real use, including the parts that failed.

More about me
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