QA engineering articles, tutorials, and testing insights.
143 articles

GPT-5 Reality Check: What SDETs Must Know
On August 7, 2025, OpenAI officially launched GPT-5, promising revolutionary advances in coding, reasoning, and…
Aug 13, 2025

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…
Jul 31, 2025

PRD-Based Ticketing + BDD: Transform QA Workflows
Introduction In software development, clarity in requirements is crucial. When requirements are unclear, testers…
Jul 29, 2025

Agile Ceremonies: Roles & Responsibilities Cheat Sheet
Scrambling through broken builds, unclear priorities, and last-minute surprises? You’re not alone. Many QA…
Jun 28, 2025

Top 10 Logic Mistakes SDETs Make in Automation (And Fixes)
Why Passing Pipelines Still Let Bugs Through? Imagine this: your automation test PR has just been merged. CI pipeline…
Jun 27, 2025

How to Build Bulletproof Logic for Automation Testing
Why Logic is the Secret Sauce in Automation Testing? Imagine this: Your Selenium test runs green, but it misses a major…
Jun 27, 2025

JSON API Testing: PyTest Assertion Patterns
Ever found yourself buried in JSON while testing APIs with PyTest? You’re not alone. In a world where over 80% of…
Jun 26, 2025

Shift Left Testing in Agile: Strategies That Work
Introduction “Test early, test often” isn’t just a catchy phrase—it’s a survival tactic. According to the World Quality…
Jun 24, 2025

Hard vs Soft Assertions in Python & Pytest: Complete Guide
Effective assertion strategies form the backbone of robust automated testing, determining not only when tests fail but…
Apr 14, 2025

How I Cut Pytest Debugging Time 70% with CLI Arguments
So You’ve Started Writing Tests… Welcome to the world of Pytest command-line arguments — You’ve just written a handful…
Apr 13, 2025

Python Double Underscores Explained: Dunder Methods
Ever Wondered What Python’s __double_underscores__ Actually Do? Imagine this: You’re working on a Python project, and…
Apr 13, 2025

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” on staging? Or maybe…
Apr 12, 2025