FROM WINDOWS TO FEDORA KDE: MOVING MY THINKPAD IN
From a lagging Windows Explorer and black screens to Fedora KDE on a ThinkPad T14s Gen 2: desktop tweaks, Telex, eyecare, Howdy and Zed with AI agents.
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ULTIMATE QA BLOG
Deep technical articles, short QA posts and interview questions pulled apart properly.
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CHANGE YOUR MINDSET — THE KEY TO TEST AUTOMATION
Moving from manual to automation starts with rethinking tools, ROI, framework design and how the team works together.
AI IN QA WORKS. WHO PAYS THE TOKEN BILL?
Playwright MCP and AI agents look great in demos, but token cost, review, retries and operations decide whether a QA workflow has any ROI.
LLMS DON'T READ REQUIREMENTS LIKE TESTERS DO
Why an LLM can write beautifully formatted test cases while missing contradictions, inventing test oracles and quietly legalising bugs.