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Expanding Test Coverage for Real-World User Scenarios

As a QA engineer, I’ve learned that the difference between a good test suite and a great one isn’t just how many test cases you have, but how well those tests reflect real-world usage. Early in my career, most of our automated tests focused on ideal workflows—happy paths where everything went perfectly. Users don’t operate in a vacuum, though. They make mistakes, encounter unexpected conditions, …

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How to Choose the Right Data Science Course in 2026 (Honest Guide for Beginners & Working Professionals)

Data Science / By user

Search for a data science course online and you’ll see big promises everywhere. “100% placement.” “7-figure salary.” “No math needed.” It looks exciting, but also very confusing. Which course actually helps you switch careers or grow in your current job? And which ones just look good in ads? This guide keeps things simple and honest, so you can …

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Smarter QA with NWB Accounts: No More Data Breaches in Pipelines

QA / By user

As a QA engineer, one of the most nerve-wracking aspects of test automation used to be handling credentials. In the early days of our CI/CD pipelines, testers often used personal or shared accounts to execute automated tests. At first glance, it seemed convenient: everyone had access, and tests ran as expected. But over time, the risks became …

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Top Online Gen AI Certification Programs for Beginners (2026 Guide)

AI, Gen AI / By user

Generative AI is no longer just a trend—it’s becoming a career accelerator for beginners, testers, developers and analysts. With companies hiring for generative AI jobs, professionals are now looking for the most trusted, beginner-friendly generative AI certification programs to start their journey. But before choosing a course, you must understand what is Gen AI, …

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Playwright MCP Explained: AI-Powered Test Automation in 2026

playwright / By user

If you’ve been using Selenium for years and now feel the pressure to modernize your automation skills, Playwright MCP is exactly the upgrade you’ve been waiting for. 2026 is the year testers move from “writing scripts” to orchestrating AI-powered automation workflows. And the technology making that possible is MCP — Model Context Protocol — …

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How API Integration Helped Us Handle 3rd Party Failures in UI Tests

API Testing / By user

As a QA engineer, I’ve faced countless situations where our UI tests failed—not because our application was broken, but because a third-party service we relied on was unstable. Debit card validation failing, balance amounts not updating, or identity verification APIs timing out—these external dependencies often turned our test suites into a minefield of false failures. For a …

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Top 5 Skills You Need to Become an Automation Test Engineer in 2026

Automation Tester., Automation Testing / By user

The QA industry is evolving rapidly, and companies are no longer satisfied with testers who only execute steps from a document. They want someone who understands systems, writes scalable test code, and contributes meaningfully to faster releases. That’s why becoming a strong automation testing engineer is one of the best career decisions you can make …

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From Manual Reports to Automated Dashboards: A QA Transformation

Automation Testing, Software Testing / By user

As a QA engineer, I’ve spent countless hours compiling test results, screenshots, logs, and defect lists into endless spreadsheets and emails. In the early days of my career, generating a single manual test report often felt like a project of its own. You run the tests, take screenshots, note failures, add them to a document, summarize …

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Cross-Browser Testing with Selenium WebDriver: Step-by-Step Guide for 2026

Selenium / By user

Manual testers and automation testers in 2026 cannot ignore cross-browser testing anymore. Users open your app on Chrome, Firefox, Edge, Safari, and even older versions in real projects. If your tests only run on one browser, bugs will slip into production. This guide shows you how to use Selenium WebDriver for reliable cross-browser testing, …

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Why 70% of Testers Will Switch to Playwright in 2026 (and What You Should Do Now)

playwright / By user

If you’re a tester in 2026, you’ve probably noticed one thing: Playwright is everywhere. It’s in job descriptions, interview questions, automation roadmaps, and even internal QA transformation projects. And here’s the truth nobody wants to admit publicly— By 2026, nearly 70% of automation testers will shift to Playwright—some by choice, some by force. Why the drastic change? Because the market has changed. Companies no longer tolerate …

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