Test Automation

AI in Testing: Complete Guide for 2025

Introduction The software testing landscape is experiencing a seismic shift. By 2025, 72.3% of testing teams are actively exploring AI-driven workflows, marking one of the fastest technology adoption curves in QA...

Top 10 Logic Mistakes SDETs Make & How to Fix Them?

Why Passing Pipelines Still Let Bugs Through? Imagine this: your automation test PR has just been merged. CI pipeline...

How to Build Strong Logic for Automation Testing?

Why Logic is the Secret Sauce in Automation Testing? Imagine this: Your Selenium test runs green, but it misses...

Practical JSON Patterns: API to Assertions in PyTest

Ever found yourself buried in JSON while testing APIs with PyTest? You’re not alone. In a world where over...

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 Report, 85%...

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Practical JSON Patterns: API to Assertions in PyTest

Ever found yourself buried in JSON while testing APIs with PyTest? You’re not alone. In a world where over 80% of modern APIs exchange data...

Hard vs. Soft Assertions in Python Testing: A Complete Implementation Guide

Effective assertion strategies form the backbone of robust automated testing, determining not only when tests fail but how much information you gather from each...

How I Cut Debugging Time by 70% Using Pytest CLI Arguments

So You’ve Started Writing Tests… Welcome to the world of Pytest command-line arguments — You’ve just written a handful of tests in Pytest. You run...

What Are Python’s Double Underscores? Dunder Methods Explained

Ever Wondered What Python’s __double_underscores__ Actually Do? Imagine this: You're working on a Python project, and suddenly you see something like __init__ or __str__ in...

Master Python’s 35 Keywords: Essential Guide for SDETs & Beginners

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...

Mastering Default Naming Conventions in pytest: A Tester’s Guide

Introduction: Why Naming Matters in pytest Have you ever tried to run a test in Python only to find that pytest isn't detecting it? Or...

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