QA Automation

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From Traditional QA to AI Assurance and Governance

Breaking the Black Box: From Traditional QA to AI Assurance and Governance

I recently had the opportunity to review IMDA’s Starter Kit for Testing LLM-Based Applications for Safety and Reliability. As someone who has spent over 14 years in Quality Assurance, I was curious to see how established testing principles are being adapted to address the unique challenges introduced by Large Language Models (LLMs). What I expected […]

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Breaking the Black Box: From Traditional QA to AI Assurance and Governance

Testing for Trust: What IMDA’s LLM Testing Starter Kit Teaches Us At Spritle About AI Assurance

Breaking the Black Box: From Traditional QA to AI Assurance and Governance I recently had the opportunity to review IMDA’s Starter Kit for Testing LLM-Based Applications for Safety and Reliability. As someone who has spent over 14 years in Quality Assurance, I was curious to see how established testing principles are being adapted to address

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Why I’ll Never Manually Write Test Scripts Again (And You Shouldn’t Either)

If you’ve spent any time working in test automation, you know the drill: We start every project with the best intentions — promising ourselves we’ll write clean, maintainable code But fast forward a few months, and we’re spending half our week fixing flaky tests, hunting down brittle locators, and dealing with “duplicate email” errors in

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IntelliLoad: Building a Smarter AI-Assisted Load Testing Tool

While everyone around me was busy exploring the latest AI tools, I decided to take a slightly different path — exploring AI for load testing. I tried popular tools like K6, TestSprite, and JMeter, learning how they simulate traffic and monitor app performance. But soon I realized: why settle for existing tools when I could

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Automation Testing Just Got Smarter in TestMu AI

Okay, let me be real with you. When I first heard TestMu AI I rolled my eyes a little. Another testing tool slapping “AI” on the label to sound modern? I’ve seen that movie before. But after trying it, I was pleasantly surprised. TestMu AI — the rebranded LambdaTest — isn’t just a name change.

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AI-Powered Antigravity: Accelerating Selenium + Cucumber Automation

Introduction: Automation testing promises speed and reliability, but writing and maintaining scripts manually is time-consuming. Engineers often spend hours creating XPath selectors, building Page Object classes, and fixing flaky waits. Antigravity, an AI-powered coding assistant built on Google DeepMind’s agentic technology, aims to simplify this process. We tested it in a real Selenium + Cucumber

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From Physical AI to AI-Augmented QA:  The Next Evolution of Testing

Many of you may already be familiar with Physical AI — the evolution of artificial intelligence from purely digital intelligence to systems that understand and interact with the real world. Physical AI enables machines to: Understand physical environments Adapt to real-world conditions Make autonomous decisions Execute actions in dynamic systems This shift — from information

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My Playwright Automation Journey with an AI Partner

If you’ve spent more than five minutes on LinkedIn recently, you’ve probably seen the panic. Everyone is talking about how AI is going to take over software testing and replace us all. Let’s just pause for a second. Whenever I see those posts, this is the console output running in my head: console.log(“Deep breaths. The

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How Manus AI Became Part of My Appium Automation

If you’ve ever watched your Appium test fail for three hours because of a dependency conflict you didn’t even know existed — this blog is for you. Mobile automation is not a simple extension of web automation. The tools are different. The setup is layered. The learning curve is real — especially when you’re expected

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