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software testing

Beyond Automation: Real AI Use Cases in Software Testing That Will Matter for the Next 10 Years

AI / By

  What are real AI use cases in software testing? Real AI use cases in software testing include predictive defect analytics, risk-based test prioritization, self-healing automation, synthetic data generation, and AI-driven test design. Software testing is not becoming more complex. Software itself is. Microservices, AI-native applications, continuous deployment, regulatory constraints, distributed systems — the modern …

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2026 Guide: Generative AI Trends in Software Testing + What Changes

Gen AI / By

  In 2026, the biggest shift won’t be “AI can generate test cases.” That’s already table stakes. The shift will be this: quality becomes a measurable, AI-augmented system—or it becomes the bottleneck. The World Quality Report 2025–26 puts a number behind what many QA leaders are already sensing: Generative AI is now the top-ranked skill …

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10 Software Testing Models Explained in Detail: A Beginner-Friendly Guide for 2026

Software Testing / By

Introduction: Why Testing Models Deserve Your Attention In modern software projects, testing is not an afterthought. It is a decision-making process that starts even before the first line of code is written. Yet many beginners struggle because they learn what to test but not how testing fits into development. This gap is exactly where software …

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Highest Paying Companies in India in 2026

Highest Paying Companies in India in 2026: Why Skills, Not Degrees, Determine Your Salary

General / By

  In 2026, the idea that a prestigious degree alone guarantees a high salary is quietly disappearing. Across India’s technology ecosystem, companies are no longer paying for titles—they are paying for impact. This shift explains why some professionals earn ₹6 LPA while others cross ₹40 LPA in the same city, with similar experience. The difference …

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High demand career options after Bsc

10 High-Demand Career Options After B.SC in 2026 (With Salary & Job-Ready Skills) 

Career Growth, career option / By

  Choosing the right career after completing a B.Sc degree can be confusing. Many graduates struggle between higher studies, professional courses, and immediate job opportunities. In 2026, the good news is that a B.Sc background opens doors to high-growth, skill-based careers, especially in the technology and software domain.  This guide explains the best career options after B.Sc, focusing on job demand, growth, and …

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How We Reduced 90 of Manual Effort with Automation

How We Reduced 90% of Manual Effort with Automation

Software Testing / By

  When I first began my career as a tester, manual testing was the primary mode of operation. Every feature, every bug, every user scenario required hands-on testing. As the product grew, so did the number of tests. What started as a manageable load quickly became overwhelming. Regression cycles stretched into days, not hours. Bugs slipped through the …

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The Power of Negative Testing: Beyond Happy Paths

Software Testing / By

  When I first started as a QA engineer, I was trained to focus on happy paths—the ideal workflows where everything goes right. Login succeeds, forms submit correctly, payments process without errors. It felt satisfying to see all tests pass, green builds on the CI/CD dashboard, and stakeholders breathing easy.  But reality soon taught me that happy …

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Expanding Test Coverage for Real-World User Scenarios

Expanding Test Coverage for Real-World User Scenarios

Software Testing / By

  As a QA engineer, I’ve learned that the difference between a good test suite and a great one isn’t just how many test cases you have, but how well those tests reflect real-world usage. Early in my career, most of our automated tests focused on ideal workflows—happy paths where everything went perfectly. Users don’t operate in a vacuum, though. They make mistakes, encounter unexpected conditions, …

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From Manual Reports to Automated Dashboards- A QA Transformation

From Manual Reports to Automated Dashboards: A QA Transformation 

Automation Testing, Software Testing / By

  As a QA engineer, I’ve spent countless hours compiling test results, screenshots, logs, and defect lists into endless spreadsheets and emails. In the early days of my career, generating a single manual test report often felt like a project of its own. You run the tests, take screenshots, note failures, add them to a document, summarize …

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