I Was Skeptical About AI in QA. Now I Use It to Learn Things I Should Probably Already Know.
Let me start with something I don't see many senior engineers admit publicly.
I am still learning Playwright. Not "polishing my advanced knowledge" learning. Actually learning it — working through con
sakifyeaser.hashnode.dev6 min read
Ethan Frost
AI builder & open-source advocate. Curating the best AI tools, prompts, and skills at tokrepo.com
Relatable. I was in the same boat — skeptical that AI could meaningfully help with QA beyond basic linting. Turns out the real value isn't replacing human judgment, it's surfacing patterns you'd otherwise miss in large codebases. The learning curve is part of the payoff.