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 Tester to Decision-Maker – Making Tough Calls as a QA Lead
QA leads don’t just test—they make tough calls. From approving releases to prioritizing critical bugs, every decision impacts product quality and business goals. Learn how…
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Why Cypress is More Than UI Automation (And How Most Teams Get It Wrong)
Most QA teams treat Cypress as just another UI automation tool. They're missing out on API testing, network stubbing, database validation, and debugging features that…
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The Manual Testing Skills That Make You Better at Automation
Manual testing isn't just a stepping stone to automation—it's the foundation that makes automation effective. Learn why the best automation engineers master manual testing first,…
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The Art of Giving and Receiving Feedback: Building Strong QA Teams
Building a feedback-driven QA team requires more than just pointing out mistakes—it’s about fostering a culture of growth, collaboration, and continuous improvement. Learn how to…
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I Never Thought to Test This — Until a Meme Exposed My QA Blind Spot
A meme about simple math uncovered a QA oversight most testers never check: operator precedence and logic grouping. Here's what I learned—and why ignoring this…
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Building a Scalable QA Process: How to Implement the QA Framework & AQLM in Your Team
Discover how to build a scalable QA process by integrating our QA Framework and Adaptive QA Leadership Model (AQLM). Empower your team, ensure consistency, and…
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