@sancharini
I am a digital marketer with several years of experience in the technology and software development industry. I work alongside product and engineering teams to translate complex software testing and quality engineering concepts into research-backed, developer-focused content.
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Feb 19 · 12 min read · Test automation frameworks are shaping how modern teams ship software in 2026. Automation alone is not enough anymore. The structure behind automation decides whether your tests scale or collapse under maintenance pressure. I’ve seen teams struggle w...
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Feb 12 · 10 min read · Ever seen a workflow pass QA, then fail the moment users retry, refresh, or hit a timeout? That gap usually isn’t about a “wrong input.” It’s often because the system is in a different state when the same input arrives. In state transition in softwar...
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Feb 5 · 16 min read · Release day gets tense when a test suite can’t answer one simple question: are we safe to ship? In the conversations I have with engineering and QA teams, the same pattern shows up again and again - c
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