In mobile QA automation, most testers focus heavily on verifying functionality — but what about how the app looks? Visual screenshot comparison is a powerful...
For QA engineers testing AI-powered applications, binary pass/fail testing often falls short. When evaluating user responses, LLMs offer a more nuanced...
Modern web applications are expected to work even when the network doesn't. Whether it's a flaky connection or complete offline mode, users should still...
When using Playwright for test automation, most QA engineers interact with the browser just like a real user would — clicking buttons, filling forms, and...
Verifying downloaded reports is a critical yet often overlooked part of end-to-end test automation—especially when those reports are dynamically generated...
In modern software systems, especially those that depend on dynamic data pipelines, a hidden threat often lurks beneath the surface: data drift. Unlike code...
When building robust automation frameworks, we often face the challenge of testing both web-based and desktop interfaces. Rather than writing completely...
Behavior-Driven Development (BDD) with Cucumber makes test scenarios easy to read—but maintaining them as systems grow can become tricky. In this post, we'll...
As large language models (LLMs) like GPT-4o-mini become integrated into more applications, they bring not only innovation but also new security risks. One of the...
Your test suite runs 500 tests. 485 pass, 15 fail. What now? your answer is "investigate the 15 failures," you're missing the bigger picture. Traditional test...
