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Fresh Drops

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

WTF are AI Agents?

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

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...

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%...

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...

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...

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,...

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...

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...

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QA-OPS & CI-CD

.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...

EC2 Disk Space Optimization: Server Tuning Guide

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

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...

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...

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...

GitLab CI/CD Review

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

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"...

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

System Testing Complete Guide

System testing is like the ultimate dress rehearsal for your software. It validates the entire system’s functionality, ensuring everything works as expected in a fully integrated environment. Let's decode system testing, exploring its purpose, processes, tools, and tips for...

Integration Testing Guide

Integration Testing: Making Software Modules Play Nice Together! Integration testing is the superhero of software testing that ensures individual components or modules can work together in perfect harmony. Think of it as the mediator that resolves "communication issues" between your...

Functional Testing Guide

When it comes to software testing, functional testing is like the referee in a soccer game. It ensures that all rules are followed. It also makes sure the goals are scored as expected. It's the unsung hero of software...

FastAPI Crash Course

API development resembles brewing the perfect cup of coffee. It requires the right tools. You also need a touch of expertise and a sprinkle of patience. Enter FastAPI, the espresso shot of API frameworks, that delivers blazing speed and...

Top API Testing Tools 2026

Debugging might not be glamorous. However, in the world of software testing, it provides your backstage pass. It helps you unravel the mysteries of HTTP requests. If you’ve ever wondered why your app suddenly fails, HTTP debugging tools are...

OpenAI Operator AI Agent Guide

OpenAI is gearing up to redefine how we interact with technology with its newest innovation: the AI agent Operator. Slated for release in January 2025, Operator promises to make mundane digital tasks a thing of the past. Imagine paying...

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