QA Architect, software testing practitioner, and researcher with over 25 years of experience in software quality assurance. My interests include AI-assisted test analysis and design, test oracles, and ambiguity-aware evaluation of expected results. I'm also the creator of QA Academy, a story-driven project that makes software testing engaging and accessible. https://speakerdeck.com/saorie 2026-10-26 02:37:22 -0400 Mon, 26 Oct 2026 00:00:00 -0400 https://speakerdeck.com/saorie/sweep-scan https://speakerdeck.com/saorie/sweep-scan