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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...

Vibium Architecture: AI-Native Browser Automation Deep Dive

This article is based on the official GitHub repository and validated ecosystem insights Vibium is not just another...

Jason Huggins’ Bold Vibium Vision: Selenium for AI Era

Following Jason Huggins' revealing interview on the TestGuild Automation Podcast, here's a comprehensive analysis of his latest...

Playwright MCP + GitHub Copilot: AI Test Automation Guide

The Challenge Every QA Professional Faces Picture this scenario: You receive a detailed bug report with clear reproduction...

GitHub Copilot Guide: Complete Beginner Tutorial

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

WTF are AI Agents?

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

Getting Started with Vibium: AI-Native Test Automation Revolution

In the rapidly evolving world of test automation, Vibium represents the next generation of AI-native browser automation. Created...

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,...

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QA-OPS & CI-CD

Load Balancer Types: Traffic Mastery

Juggling Traffic with Load Balancers Without Breaking a Sweat! Imagine you're managing a popular amusement park, and...

Git Branches Explained: Complete Beginner Guide

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

3 Lifesaving Git Commands Every Developer Needs

We've all been there. You're deep into a coding session, making progress like a champ, and then... you...

GitHub Mastery: Upload, Pull & Update Code Across IDEs

Why This Guide Matters (Especially for Testers & Developers) If you’re a QA engineer, SDET, or developer, chances...

EC2 Disk Space Optimization: Server Tuning Guide

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

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...

.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...

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...

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

Why AI Can’t Replace Testing Fundamentals (Yet)

The Foundation That Never Fades Learning new technologies is crucial for staying competitive. Testing is evolving rapidly, with 86% of QA professionals now using automated testing and 74% of teams adopting at least two modern automation platforms in 2025. But here's what industry...

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 by up to 50% and accelerate release cycles? The cloud testing landscape is evolving rapidly, and QA professionals who don't adapt risk being...

What’s New in Playwright 1.55: Essential Updates

Did you know that 70% of software companies in India are accelerating test automation adoption in 2025? Yet many QA teams struggle to keep up with evolving frameworks and tools. Playwright, a favorite among SDETs, has just released version...

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% accuracy on real-world coding benchmarks and 46.2% on complex health scenarios, GPT-5 appears to be a significant leap from GPT-4. But for SDETs, QA engineers,...

Selenium 4 Cheatsheet: Essential Automation Guide – 2025

Selenium 4 brings a host of game-changing features that modernize test automation frameworks worldwide. With India’s booming software testing industry and growing demand for skilled automation engineers, mastering Selenium 4 is your gateway to career success. This guide targets software...

PRD-Based Ticketing + BDD: Transform QA Workflows

Introduction In software development, clarity in requirements is crucial. When requirements are unclear, testers struggle with ambiguities, leading to wasted effort in raising unnecessary defects and seeking clarifications. Our organization has adopted PRD-based ticketing, a process where Product Managers (PMs)...

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