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Learn how QA Architects can apply system design principles scalability, fault tolerance, caching, observability, and security to build...

Introduction Test automation often collapses under its own weight. Teams try to extend rigid frameworks, but each new feature creates...

Precision often gets the spotlight in AI testing. It measures the share of correct positive predictions. A precision of 95 percent means...

And it actually makes QA look like a product team. A robust backend automation framework transforms QA into a product team by filtering...

In today’s fast-paced software development landscape, ensuring your application meets the highest quality standards while maintaining a...

This post outlines key testing strategies for ML models in high-stakes domains like trade finance—covering accuracy, generalization, integration, and framework selection to ensure robust, production-ready performance.

Visual representation of test effectiveness metrics using Grafana and Prometheus, showcasing data on test run duration, failures, flaky tests, and coverage.

Let Generative AI Help You Write Test Cases, The Right Way As SDETs, we often spend a lot of time translating feature requirements into...

AI testing is 80% about passing metrics and 20% about actual quality. Most teams have this backward. Ever wonder why some AI models ace...

Feeling stuck in your testing career? I once spent nights wondering if I should leave QA entirely.  Then I realized each role—even the...

Postman is to API testing what Excel is to data analysis. Many use only 10% of its capabilities, missing the transformation from tool to...

Go ahead, start testing that half-baked feature without a clear Definition of Ready. I'm sure you won't waste hours on clarifications,...

The most valuable quality metrics are often the ones nobody wants to talk about. They reveal uncomfortable truths about your development...

TagUI VS Playwright Comparing TagUI and Playwright for UI automation is like choosing between a Swiss Army knife and a surgical scalpel....

Designing Modular & Reusable QA Architectures Great test architecture is like a LEGO set—simple blocks that combine to build something...

When diving into something new, questions are powerful—they clarify understanding and guide our next steps.  However, it's crucial to...