What Are AI Hallucinations? Real Risks in QA
AI hallucinations in QA can quietly undermine test coverage and trust. Learn real examples, why they happen, and you can detect and limit them.
Dominik Szahidewicz
•January 30, 2026
Dominik Szahidewicz
Dominik Szahidewicz is a Software Quality Evangelist specialising in quality assurance, test automation, and modern software testing practices. He creates practical, research-driven content that helps QA professionals, developers, and product teams improve test coverage, automate repetitive testing, and release more reliable web applications.
Drawing on his experience in technical writing, data analysis, and application consulting, Dominik translates complex testing concepts into clear, actionable guidance. His areas of interest include end-to-end testing, low-code test automation, regression testing, and the use of AI in software quality assurance.
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What Are AI Testing Services?
AI testing services promise faster, smarter QA—but do you really need them? Learn when AI testing makes sense, when it doesn’t, and how to decide.
Dominik Szahidewicz
•January 30, 2026
AI Model Evaluation: Accuracy, Explainability, and Bias
AI Model Evaluation for software testing: learn how QA teams assess accuracy, explainability, bias, and trust in AI-powered testing tools.
Dominik Szahidewicz
•January 30, 2026
AI Testing Framework: Is It Solving the Right Problem?
AI testing frameworks promise smarter QA, but often add complexity instead of solving real problems. Learn when AI can help, and when it can hurt.
Dominik Szahidewicz
•January 24, 2026
Generative AI Testing Tools - Evaluation Checklist
Should you choose generative AI testing tools? Try our evaluation checklist to make the right call.
Dominik Szahidewicz
•January 24, 2026
How Does Selenium Work?
How does Selenium Work, what it’s good at, where it breaks down, its hidden costs, and how much UI automation is actually healthy.
Dominik Szahidewicz
•January 22, 2026