Quality Engineering

Playwright AI Agents: Autonomous Planning, Scripting and Self-Healing Tests

Introduction Test automation is a core part of software development. Tools like Playwright make end-to-end testing easier with reliable browser automation, smart waits, and strong support for modern web apps. But even with these tools, a lot of work still feels repetitive. Engineers spend significant time on: Planning what to test Writing test scripts Fixing […]

March 23, 2026

Quality Engineering

Domain Expertise in QA for Wagering Platforms: Lessons from Horse Racing Systems

Introduction: Beyond Automation and Test Cases In advanced program quality confirmation, specialized skill frequently takes center organize. Robotization systems, API validations, execution benchmarking, relapse scope, and CI/CD integration characterize the proficient toolkit of a QA engineer. However, in wagering platforms, where frameworks prepare real-time information, money related exchanges, and administrative requirements, technical greatness alone is […]

March 23, 2026

Quality Engineering

Building with LLMs: A Hands-On Experiment with Legal Research and Drafting

Introduction Legal research has always been a text-heavy discipline. Lawyers spend a large portion of their time reading statutes, studying judgments, identifying precedents, and translating legal reasoning into structured documents such as petitions and briefs. Even with modern legal databases, the core workflow still involves navigating large volumes of text. Over the past few months, […]

March 23, 2026

Quality Engineering

Integrating AI into Selenium Test Automation with MCP

Over the past year, I’ve been exploring how AI can assist in test automation. After working with various LLM-powered assistants and code-generation tools, I recently built a complete Selenium framework using the Model Context Protocol (MCP). In this post, I’ll share my technical insights, what worked, and what challenges I faced. Context: Where AI-Assisted Testing […]

February 25, 2026

Quality Engineering

How Session Storage Work in Playwright

In Automation Testing logging into an application repeatedly for every test case can be time-consuming and inefficient as well. To rescue with this problem Session Storage state comes to picture with narrative of “Modern Day Problems Require Modern Day Solution” By saving the authenticated state once and reusing it across multiple tests, automation engineer can […]

October 18, 2025

Quality Engineering

Essential SQL Queries Every Tester Should Know

Introduction to SQL: When you’re just starting with SQL, it’s easy to get overwhelmed by syntax and theory. But here’s the truth: most professionals – whether they’re data analysts, marketers, or product managers – use a small set of SQL queries over and over to get real work done. You don’t need to learn everything […]

October 1, 2025

Quality Engineering

Introduction to Mabl

Introduction to Mabl  If you’ve ever been stuck fixing broken Selenium tests at 2 a.m., you know the pain of traditional test automation. A small CSS change or a renamed element ID, and suddenly half your regression suite is red. The team wants to ship. Product is pushing. And QA is caught in the middle.This […]

September 29, 2025

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 […]

September 9, 2025

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 […]

September 9, 2025