QA Systems That Actually Work
Tactical software testing frameworks, QA automation strategies, and leadership systems built from real-world engineering, not theory.
AI QA Workflow: A Structured System for Testing with AI
February 12, 2026 — Jaren
Developers use structured AI workflows. QA needs the same discipline. This is the complete AI QA workflow: from context packages to risk modeling to automation classification to hypothesis debugging. Includes real prompts, real examples, and downloadable templates. No prompt hacks.…
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From Finding Bugs to Building Teams: The Real QA Lead Transition
The QA Lead role is nothing like being a senior tester. Technical skills that made you great at testing become just 30% of the job.…
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QA Essentials: Complete Guide to Mindsets, Skills, and Technical Foundations
The complete technical guide to QA essentials. Learn critical thinking frameworks, master test case design and bug reporting, build technical skills in APIs and databases,…
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How to Be a Scrum Master When You’re the PM (And Why I Had to Stop)
Being a PM and Scrum Master simultaneously taught me legitimate skills, but the load nearly broke me. Medical issues forced me to step back. Here's…
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Undervalued QA? Time to Rethink Your Company
The Perception Problem Quality Assurance (QA) often struggles with an identity crisis within companies. Many see QA as a “secondary” discipline, a support role that…
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Breaking Down the QA Basics: Tools, Test Plans, and Common Practices
This post introduces essential QA tools, test plans, and practices crucial for QA professionals. It covers must-have tools like Jira and automation frameworks, illustrates the…
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Agile Testing is a Lie: You’re Doing QA All Wrong
Agile Testing is not just testing fast—it’s about integrating quality into every phase of development. Most teams get it wrong by relying too much on…
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