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Stage-by-Stage CI-CD Pipeline- Dev → QA → Preprod → Prod

Stage-by-Stage CI/CD Pipeline: Dev → QA → Preprod → Prod

  In my early days as a tester, I often found myself in the middle of chaos. Deployments were unpredictable, test results came late, and tracking whether a build was safe to release felt like a guessing game. There was no structured flow. One environment might pass, another fail, and by the time the release …

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How to Get a Software Testing Job in 2026

How to Get a Software Testing Job in 2026 (Step-by-Step Career Advice)

    Getting a software testing job in 2026 is easier than most people think — if you follow the right steps. But the old approach of learning only manual testing and applying everywhere no longer works. Companies now expect testers to understand business logic, think like users, work with automation tools, and use AI …

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Parallel Test Execution with Selenium Grid + Azure Kubernetes

Parallel Test Execution with Selenium Grid + Azure Kubernetes: Scaling QA Without Sacrificing Time 

  As a tester, I’ve spent countless hours staring at a screen, waiting for tests to finish on a single machine. Daily sanity checks, regression suites—they all felt like slow, painful marathons. Our QA process was bottlenecked by serial execution, and with tight release cycles, delays were inevitable.  It was clear: we needed speed without compromising quality. That’s when we turned …

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Software Tester vs Developer

Software Tester vs Developer in 2026: Salary, Skills & The Better Career Choice

  If you’re starting your IT career in 2026, you may be asking: “Should I become a software tester or a software developer?” Both roles are in demand. Both can give you a stable, high-growth career. But the work, skills, and long-term path are very different. In this blog, we’ll compare daily work, skills, salary …

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Retry Logic in CI CD- The Secret to Handling Flaky Tests

Retry Logic in CI/CD: The Secret to Handling Flaky Tests

  If you’ve spent time working in QA automation, you know the frustration of flaky tests. Those intermittent failures that appear out of nowhere, often in CI/CD pipelines, can make you question the stability of your environment, your framework, and even your sanity. I’ve been there—watching a test fail five times in a row on a sunny Tuesday morning, only to pass perfectly when …

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Azure Data Engineer Roadmap 2026

Azure Data Engineer Roadmap 2026: Skills, Cloud Tools & the DevOps Advantage Explained

  Becoming an Azure Data Engineer in 2026 is one of the smartest career moves in tech. With every company shifting toward cloud analytics, real-time dashboards, AI workloads, and secure data pipelines, demand for Azure Data Engineers has never been higher.  But the real question is: What exactly should you learn in 2026 to become a job-ready Azure …

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Master Docker Networking- Real-World Container Communication Explained

Master Docker Networking: Real-World Container Communication Explained (2026)

  Containers are fast—until they can’t talk to each other. Most “it works on my machine” issues come down to three things: wrong network, wrong DNS, or wrong ports. This guide fixes all three with a Compose-first workflow, clear driver choices, and a simple troubleshooting kit you can use every day. How containers really talk …

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Top 2026 DevOps Interview Questions and Expert Answers

Top 2026 DevOps Interview Questions and Expert Answers for 2–5 Years Experience

Introduction Preparing for a DevOps interview in 2026? The demand for DevOps engineers continues to skyrocket as companies adopt automation-first strategies, hybrid cloud infrastructure, and AI-assisted pipelines. Leading organizations like Infosys, TCS, Accenture, and AWS are seeking engineers who can manage CI/CD, Kubernetes, and cloud monitoring with hands-on expertise. This guide covers the top DevOps …

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