AI · Aug 24, 2026
AI Made Development Faster. Testing Became the Bottleneck
The analysis of what happened to the development in the era of AI.
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macos · Jun 12, 2026
5 Ways macOS Improved — and 5 Ways It Regressed
macOS is more secure, connected, and polished than ever, but the modern privacy-first, AI-heavy, mobile-inspired direction also made the Mac feel less like a focused desktop operating system.
Software Testing · Jun 10, 2026
How I Would Test an AI Research App with Speech Recognition
A practical QA strategy for testing a voice-based AI research product: speech recognition, intent handling, retrieval, citations, latency, edge cases, privacy, and automation.
QA · May 20, 2026
What Software Testing Really Looks Like: 6 Things I Learned as a QA Engineer
A short personal article about real software testing work: unfinished features, design gaps, missed deadlines, QA teamwork, and why AI still does not replace test engineers.