
After 10 Years in QA, Here Are the Testing Mistakes I Still See
Recurring automation and testing mistakes that still cost teams time and confidence.
Continue readingProduction-ready automation tools built from real engineering problems. No demos, no fluff-just solutions that work in the real world.
Designing scalable, maintainable test frameworks that behave like real software systems — not scripts.
Shift-left thinking, quality strategy, and embedding testing into product and system architecture.
Hands-on evaluations of tools, workflows, and trade-offs used in real-world QA engineering teams.
6 articles found

Recurring automation and testing mistakes that still cost teams time and confidence.
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A practical comparison of framework strategies used in real production systems.
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Why quality engineering matters more than ever in AI-driven development.
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Lessons learned from managing test environments across multiple teams and regions.
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Why flaky tests cost more than you think and how to fix them systematically.
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Contract testing, schema validation, and performance testing for modern APIs.
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