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Manual QA is changing: it’s more than clicking; it’s about knowing what to question
Manual QA is often associated with executing test cases and checking whether a feature works as expected. But modern manual testing goes much further. It involves questioning requirements, exploring unexpected behaviour, investigating failures and understanding where software quality risks may actually lie. As testing evolves, the value of manual QA lies less in how much a tester can click and more in what they know to question.

Seema K Nair
Sep 44 min read


Exploratory Testing in the AI Era: Looking Beyond Generated Test Cases
Artificial Intelligence is transforming software testing, but it cannot replace exploratory thinking. Discover why exploratory testing remains essential for uncovering workflow gaps, hidden risks, and real-world user issues that generated test cases may not identify.

Seema K Nair
Jul 244 min read
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