Feb 18 · 7 min read · The Wake-Up Call If you're a QA professional, you've likely noticed the shift. Companies are cutting QA teams first. AI tools promise to write tests, generate scenarios, and even self-heal automation. Job descriptions are changing. And somewhere in t...
Join discussionFeb 12 · 6 min read · Why Software Delivery TCO Is Escalating Despite Automation Investments Software delivery TCO continues to rise because automation has optimized speed, not decision quality. Organizations deploy faster, yet defect leakage, rework cycles, and release i...
Join discussionJan 19 · 3 min read · You run your automation tests on your laptop.Green. All good. Feeling like a hero. You push the same code to CI.Boom 💥 — failures everywhere. Suddenly people say things like: “CI is unstable” “Jenkins issue hai” “Ignore this failure, flaky test h...
Join discussionJan 8 · 15 min read · Every software change answers one simple question: Did something break? Baseline testing exists to answer it with confidence. Teams often ship regressions simply because they lack a reliable reference to compare against. In modern software testing, a...
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Jan 1 · 4 min read · One word which keeps appearing in my conversations about software quality is “confidence” and it's an underrated word which is ridiculously hard to quantify. Let me give you an example; I was asked how many automated playwright tests were needed by a...
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Dec 15, 2025 · 3 min read · The "Deploy and Forget" era of Machine Learning is over. We often treat ML models like black boxes—if the accuracy score is high during training, we ship it. But unlike traditional code, ML models decay. Data drifts, silent failures occur, and models...
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Dec 15, 2025 · 5 min read · China’s microscope industry is entering one of its most transformative periods. As digital imaging, semiconductor inspection, and AI-driven analytics reshape global demand, Chinese manufacturers are shifting from “low-cost alternatives” to globally c...
Join discussionDec 10, 2025 · 5 min read · Semiconductors power nearly every modern technology—from mobile devices and consumer electronics to automotive systems and medical equipment. As device architectures scale down and move toward advanced packaging, the demand for reliable optical inspe...
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Dec 1, 2025 · 4 min read · Skill is the ability to do something well that comes from one’s knowledge, practice and aptitude. Good testers should possess some essential skills to do their job well. Good testers should be effective team players and should be able to perform test...
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Oct 24, 2025 · 14 min read · Consumer expectations have increased exponentially in the last few years. Software development teams are under constant pressure to deliver high-quality apps at speed. This means faster testing cycles and quicker error resolution. Autonomous testing ...
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