GenQE-AI Based Quality Engineering

Author: Anil Polywal

  • What is Performance Testing: Types and Examples

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    Anil Polywal
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    What is Performance Testing? Performance testing is a non-functional type of software testing that focuses on how a system performs under specific workloads. Rather than identifying defects in functionality, performance testing seeks to assess stability, responsiveness, speed, scalability, and resource usage of software applications. Its core purpose is to ensure that an application meets the…

  • What is Bebugging in Software Testing?

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    Anil Polywal
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    Software testing plays a pivotal role in ensuring the reliability, functionality, and security of applications. Among the many techniques employed in testing, bebugging is a fascinating and intentional approach to quality assurance that stands out due to its unique methodology. Unlike traditional methods that only aim to find existing bugs, bebugging involves intentionally inserting known bugs into the software…

  • Chatbot Testing Using AI — How-To Guide

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    Anil Polywal
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    In today’s digital-first world, chatbots are not just customer support tools — they are brand ambassadors, sales assistants, and key user engagement channels. With businesses increasingly investing in conversational AI, ensuring that chatbots function flawlessly is paramount. However, testing a chatbot isn’t as straightforward as testing traditional software applications. It involves understanding human language, handling…

  • When to Stop Testing: How Much Testing is Enough?

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    Anil Polywal
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    In the world of software development, quality assurance (QA) and testing play a pivotal role in ensuring product reliability, performance, and usability. However, one of the most frequently asked — and most complex — questions in QA is: When should testing stop? In the pursuit of perfection, there’s a fine line between necessary verification and redundant effort.…

  • Defect Triage in Software Testing

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    Anil Polywal
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    In any software development life cycle, defects are inevitable. However, not all bugs carry the same impact or urgency. Managing and prioritizing these bugs effectively is crucial to ensuring quality and timely delivery. This is where defect triage comes into play — a structured process to evaluate, prioritize, and assign defects for resolution. Triage Meaning in Software…

  • The New Era of Mobile App Testing in 2025: Rise of AI-Powered Automation

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    Anil Polywal
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    By 2025, mobile applications have become an inseparable part of everyday life. Whether it’s banking, shopping, healthcare, or enterprise operations — apps dominate every aspect of our digital interactions. But the success of these applications heavily relies on one crucial factor: quality assurance. As mobile apps grow in complexity, the way we test them must evolve…

  • Navigating the Complex World of Pharma Marketing: Strategies for Success

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    Anil Polywal

    In today’s rapidly evolving healthcare landscape, pharmaceutical companies face unprecedented challenges in marketing their products effectively. With stringent regulations, increased competition, and the need for transparency, the task of reaching healthcare professionals and consumers alike is more complex than ever before. As the industry continues to evolve, the need for innovative marketing approaches that are…

  • Exploring the Art and Science of Modern Marketing: Insights, Strategies, and Innovations

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    Anil Polywal

    In the ever-evolving world of marketing, businesses are constantly searching for that elusive edge to capture consumer attention, convey their value, and cultivate lasting relationships. Over the past few decades, marketing has transformed from straightforward advertising to a complex blend of art and science, driven by data, consumer psychology, and technological advancement. As companies navigate…

  • Email Testing Tools & Best Practices for You in 2025

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    Anil Polywal
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    Email marketing continues to be a cornerstone of digital communication strategies across industries in 2025. With increased competition for inbox attention, organizations must ensure that their emails are not only eye-catching but also function flawlessly across platforms and devices. That’s where email testing tools come into play. This article explores what email testing tools are, the benefits…

  • The Best API Testing Tools for 2025

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    Anil Polywal
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    As we move into an era dominated by interconnected digital ecosystems, APIs (Application Programming Interfaces) have become the backbone of modern software systems. Whether it’s enabling third-party integrations, mobile applications, or microservices-based architectures, APIs are everywhere. Ensuring their reliability, performance, and security is crucial — making API testing one of the most vital phases in the software…