Quality Engineering

Gen AI in Software Testing: Smarter, Faster, Better QA

Introduction Generative AI (Gen AI) is changing the software testing world. As technology development accelerates towards its peak and the software are getting more complex, traditional testing methods struggle to keep up. From the repetitive manual tasks, to to endless regression cycles. That’s where Gen AI has been a game-changer. It uplifts QA professionals in […]

Bareen Ayub
Bareen Ayub
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Quality Engineering

POJO implementation in API testing (Automation) using Rest Assured

Introduction:- A straightforward Java class called POJO (Plain Old Java Object) stores data object-orientedly and is independent of frameworks. POJOs simplify, tidy up, and reuse payload handling. We can improve the readability, resilience, and maintainability of our script by implementing the POJO in API automation. Java objects are automatically converted to JSON/XML by serialization, and […]

Quality Engineering

 GenAI for Lending IT Products: Revolutionizing the Loan Lifecycle

Welcome, visionaries! Today, I’m diving deep into how Generative AI (GenAI) is transforming the world of lending IT products—from the first application through loan termination. If you’re looking for visibility and real impact in the fintech space, these are the use cases you must know, each paired with an easy-to-remember icon for maximum branding punch. […]

Ankur Agarwal
Ankur Agarwal
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Quality Engineering

The Future of QA: Best Practices, Automation Strategies, and Testing Trends in 2025

Software quality in the digital world is moving faster than ever, and it is not only about bug prevention. Customer trust preservation and company growth facilitation are the new goals. Applications are required to be secure, stable, and user-friendly, and any company that does not meet these standards is likely to lose its position in […]

Quality Engineering

Chatbot vs AI Agent: How QA Ensures Quality in the New Era of AI Solutions

Let’s be honest – we’ve all worked with a bot that was more annoying than helpful. Maybe it repeated the same answer no matter how you phrased your question. Now imagine a system that not only responds, but actually acts: booking your ticket, applying a discount, or adding an event to your calendar. That’s the […]

Ansha
Ansha
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Quality Engineering

Playwright + MCP: The Automation Power Duo

Introduction Automation is changing fast — and AI is quietly reshaping how we build and run tests. I recently tried combining Model Context Protocol (MCP) with Playwright, and the result honestly felt like a superpower. Why? Because MCP acts as a bridge between an AI assistant and your testing framework. Instead of painstakingly writing every […]

Kanchan
Kanchan
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Quality Engineering

Security and Bias Issues When Testing with LLMs

Introduction: As software development teams start exploring Generative AI and Large Language Models (LLMs) for test and development work, resulting productivity boosts have generated quite a bit of excitement. From authoring unit tests to code diff summarization and supporting exploratory test work, LLMs are becoming useful assets for the QA toolbox. This new technology comes […]

Neha Arora
Neha Arora
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Quality Engineering

AI-Powered Test Automation with Playwright MCP: Smarter, Faster, Resilient

Introduction Automated test cases—once seen as the key to efficiency—often turn into challenges of their own. For newcomers, writing that first test can feel overwhelming: learning frameworks, setting up locators, handling waits, and structuring assertions. For experienced teams, the bigger struggle is maintenance—UI changes, shifting requirements, and fragile scripts. Flaky tests only add to the […]

Quality Engineering

Testing machine learning models: A QA guide to responsible and reliable AI

Introduction: AI and machine learning are becoming a part of our everyday lives, shaping everything from the way we get medical advice to how financial decisions are made. But unlike traditional software, these systems don’t just follow fixed rules, they learn, evolve, and change over time. And that makes testing them a whole new kind […]

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