Quality Engineering

From automation to autonomy: The shift that will redefine QA

The change that will change how we do QA Testers have all been heading in the same direction, the use of artificial intelligence tools. We’re excited about the speed of releases, mostly covered, and manual work.The real question, though, is do artificial intelligence testing tools actually improve software quality or are they just a tool […]

Quality Engineering

How AI Is Actually Changing Database Testing

Introduction Let’s imagine that you are the manager of a huge library and thousands of books come in and go out every day. Now, your job is to make sure that every book is in the right place, every label is correct, and none of the book is missing. Now imagine if you are doing […]

Quality Engineering

QA Workflow Automation using n8n and AI

The development of software testing has grown with the appearance of AI and intelligent automation tools. The current teams are able to provide a faster, reliable, and scalable application like never before. However, even with such improvements, much of the QA is manual. Tasks like: Writing test cases Creating test data Maintaining documentation Company review […]

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 […]

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 […]

M Sekhar
M Sekhar
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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, […]

Quality Engineering

Leveraging AI to Enhance Test Case Coverage in Manual Testing

Introduction One year ago, I was suggested to use AI to write test cases. I got confused at that time — can AI really write test cases the way we do? But then I thought, if AI can do so many things, why not test case writing? So, I decided to give it a try. […]

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 […]

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 […]

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