QA Systems That Actually Work
Tactical software testing frameworks, QA automation strategies, and leadership systems built from real-world engineering, not theory.
Abstraction Is Not the Enemy, Losing Track of It Is
January 28, 2026 — Jaren

Abstraction keeps software teams moving until it hides just enough detail to make correctness impossible to verify. This post breaks down where abstraction helps, where it quietly moves risk, and why QA exists to surface what compression leaves behind.
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Discipline as a Job-Saving Skill in Hybrid QA/PM Roles
Hybrid QA/PM managing sprints and test cases at a dual-monitor workstation with a clean, organized desk setup.
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How to Optimize Playwright Scripts for Performance Testing
In today’s fast-paced software development environment, ensuring your application performs well under varying loads is critical. Performance testing, a key aspect of software quality assurance,…
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Manual API Testing for QA Testers Who Actually Test APIs
Practical manual API testing guide for QA testers. Covers Postman, Gherkin test cases, edge cases, error handling, authentication, and real-world scenarios you can start practicing…
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Production-Ready QA Prompts: The Copy-Paste Library
A copy-paste library of production-ready QA prompts for real testing work. Screenshots, videos, test cases, acceptance criteria, and production bugs no theory, just usable prompts.
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Final Lessons from the Tester to Lead Journey – Key Takeaways & Reflection
The Tester to Lead journey is more than a promotion—it’s a transformation. From overcoming imposter syndrome to making tough calls, this final post summarizes key…
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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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