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TG vs ASG: AWS Scaling Secrets for SDETs

Why Scaling Breaks Your Tests (And How TG/ASG Fix It) Your Selenium Grid just went down during peak load....

Selenium 4 Cheat Sheet: 50+ Commands for SDETs (2026)

Updated Feb 2026: Selenium 4.18+, Chrome 122+, WebDriverManager 5.6+ Selenium remains essential for legacy framework maintenance and specific browser...

Spotlight

Auto-Wait Magic: Playwright’s Flake-Proof Secret

If your Selenium tests pass locally but fail in CI, this article is for you. If you’ve added Thread.sleep() “just to stabilize things,” this article is definitely for you. And if...

Top 10 Python Testing Frameworks for QA & SDETs

Python dominates testing in 2026 with 78% AI adoption in QA teams and PyTest used by 12,516+ companies including Amazon, Apple, and IBM. Selenium holds 32.53% market share with 63,549 global users. This Python testing frameworks guide ranks top Python...

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AI IN TESTING

How to Build Free AI Agents using Hugging Face

When it comes to AI development, cost is often the biggest barrier. Not everyone can afford OpenAI’s...

GPT-5 Reality Check: What SDETs Must Know

On August 7, 2025, OpenAI officially launched GPT-5, promising revolutionary advances in coding, reasoning, and automation capabilities. With 74.9%...

Vibium AI: The $3.8B Future Selenium Killer?

The Most Anticipated Software Tool That You Can't Actually Use The testing world has gone absolutely insane over Vibium AI—Jason Huggins'...

Chain of Draft Prompting: Cut AI Costs 90%

🎯 LLMs are smart, no doubt — but they’re kinda wordy, right?They love to go step-by-step, super verbose,...

GitHub Copilot Guide: Complete Beginner Tutorial

Revolutionize Test Automation with GitHub Copilot for Free in 2025 Struggling with boilerplate code, flaky tests, and endless...

Vibe Testing: Top AI-Native Tools for 2026

The New Era of Test Automation: From Vibe to AI-Native Self-Healing For years, “vibe testing” referred to rule-based...

WTF are AI Agents?

The Era of AI Agents is Here It’s impossible to ignore the buzz surrounding AI Agents in today’s...

Fix Top 5 Vibe Testing Anti-Patterns (Save 80% Debug Time)

Why Anti-Patterns Undermine Your Vibe Testing Success Vibe testing—using AI-native frameworks to drive resilient, intent-based automation—promises reduced maintenance...

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QA-OPS & CI-CD

EC2 Disk Space Optimization: Server Tuning Guide

When running test automation frameworks using stack like Selenium, Pytest, Java, Jenkins, JMeter, and others on an...

GitLab CI/CD Review

Ready to Make Testing Magical? What if software testing happens effortlessly. There are no manual triggers. There...

Git Branches Explained: Complete Beginner Guide

🌱 How I First Broke Everything (and What It Taught Me) When I first started using Git about...

n8n for TestOps: Ultimate QA Workflow Automation Guide

TL;DR: If you can test APIs, you can automate entire QA workflows with n8n. No fluff. No...

10+ AWS AI Features Every QA/SDET Must Master

Are you still manually managing test environments while your competitors leverage AI-powered AWS services to slash testing costs...

TG vs ASG: AWS Scaling Secrets for SDETs

Why Scaling Breaks Your Tests (And How TG/ASG Fix It) Your Selenium Grid just went down during peak...

CI/CD Pipelines with AWS Lambda for Test Automation

Ever spent hours debugging a test suite on your local machine, only to find it works "magically"...

.gitignore Guide for SDETs: Essential Patterns

"Oops… Why Did I Just Commit My node_modules Folder? " Ever get that Slack ping:"Did you mean to...

Interview Preparation

API Testing

Coding & Scripting

Top 10 Logic Mistakes SDETs Make in Automation (And Fixes)

Why Passing Pipelines Still Let Bugs Through? Imagine this: your...

How to Build Bulletproof Logic for Automation Testing

Why Logic is the Secret Sauce in Automation Testing? Imagine...

Selenium Retry Mechanism Guide

As a software tester, you've likely faced unstable tests...

RegEx Mastery for Test Automation Scripts

Regular expressions (regex) are a powerful tool used in...

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leadership & management

Testing Processes

Java Essentials

QA /SDET Cheatsheets

python & pytest essentials

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Software Testing

Why AI Can’t Replace Testing Fundamentals (Yet)

The Foundation That Never Fades Learning new technologies is crucial...

Acceptance Testing Guide

Introduction: Are You Ready for the Ultimate QA Litmus...

System Testing Complete Guide

System testing is like the ultimate dress rehearsal for...

Integration Testing Guide

Integration Testing: Making Software Modules Play Nice Together! Integration testing...

Functional Testing Guide

When it comes to software testing, functional testing is...

Test Automation

TestNG 7.12.0: Ultimate Guide for Testers & SDETs

Introduction: Why TestNG Still Matters for Testers TestNG remains one...

Java vs Python vs JS: Test Automation Choice

In the world of test automation, choosing the right...

Hash Tables & Collision Handling Techniques

Hashing is a powerful technique used in computer science...

10 Test Automation Design Patterns QA Must Know

Design patterns are essential in building robust and maintainable...

QA Tools & Technologies

IntelliJ vs Eclipse

The Battle of the Java IDEs! ⚔️ When it comes...

SelectorsHub Testing Tools

While Testing, the right tools can save you time,...

Cypress Frontend Testing Review

Is Cypress the Frontend Testing Hero We Deserve? 🕵 Frontend...

Selenium WebDriver Pros Cons

Introduction: The OG of Test Automation Tools 😎 If test...

JIRA Beyond Project Management QA

JIRA is one of the most popular project management...

Exclusive - Member only Premium Stories

Master All 35 Python Keywords SDETs Must Know

Wait… What Are These ‘Magic Words’ in Python? Let’s imagine you're learning a new language — say French. You can’t just randomly make up words and expect others to understand...

Master All 35 Python Keywords SDETs Must Know

Wait… What Are These ‘Magic Words’ in Python? Let’s imagine you're learning a new language — say French. You...

Why Recruiters Ghost You on LinkedIn: Fix Profile Mistakes

Picture this: You've polished your LinkedIn profile, listed all your impressive skills, and even uploaded a professional headshot....

MAANG Interview Hacks: Ace Google, Meta & More

Landing a job at tech giants like Google, Amazon, Microsoft, Meta, Netflix (and also Apple or NVIDIA) is...

AI-Powered Testing Jobs: Resume Guide for Freshers

For freshers entering the AI-powered testing domain, your one-page resume must spotlight potential, not just past roles. Use...

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Latest Testing Tales

Software Testing Strategies and Best Practices

In the dynamic world of software development, software testing stands as a crucial practice to ensure quality and functionality. As software applications become more complex, mastering software testing strategies is vital for developers and QA professionals to deliver robust,...

Why pom.xml is Essential for Java Projects

If you’re working on a Java project and using Maven as your build tool, you’ve probably come across a file named pom.xml. This file may seem intimidating at first, but it’s one of the most crucial components in managing...

Maven Group ID vs Artifact ID Explained

Understanding Group ID and Artifact ID in Maven: A Complete Guide for Beginners When creating a Maven project, two essential identifiers come into play: Group ID and Artifact ID. These terms might seem technical at first, but they are crucial...

JDK vs JRE vs JVM: Java Trifecta Explained

When diving into the world of Java development, you'll often encounter three key terms: JDK, JRE, and JVM. Understanding the differences between these components is crucial for effective Java programming. JDK: The Java Development Kit The Java Development Kit (JDK) is...

Boost Software Release Velocity QA

Introduction: Shift-left testing strategies are becoming critical as organizations aim to deliver high-quality software at a faster pace. The concept of shift-left emphasizes the early involvement of testing in the software development lifecycle (SDLC), ensuring that issues are identified...

Why Dedicated Testers Beat Dev Testing

In the world of software development, there’s a common question that stirs up debate: Can developers test their own code? And more importantly, should they? Developers are the ones who write the code, so logically, they should understand it...

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