AWS IAM Crisis: 90% Misconfigs Threaten QA Pipelines—Fix Now
Your test pipeline halts—IAM role denied. CloudTrail floods with failed RDS auth attempts. 90% of AWS...
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...
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...
AWS IAM Crisis: 90% Misconfigs Threaten QA Pipelines—Fix Now
Your test pipeline halts—IAM role denied. CloudTrail floods with failed RDS auth attempts. 90% of AWS accounts have IAM misconfigurations risking data breaches. QA managers, SDETs, DevOps—you face this daily.
Key takeaways first: Master IAM identities/policies/roles, secure cross-account testing, audit via CloudTrail-ELK,...
Why Scaling Breaks Your Tests (And How TG/ASG Fix It)
Your Selenium Grid just went down during peak load. Playwright CI/CD pipeline failed because EC2 instances couldn't handle parallel test execution. LoadRunner crashed because no instances were available for performance...
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 you’ve heard that “Playwright just works better” but never really...
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 testing frameworks 2026 for QA automation, SDET roles, and CI/CD pipelines.
Why Python Testing Frameworks...
Introduction: Why TestNG Still Matters for Testers
TestNG remains one of the most widely used Java testing frameworks for automation engineers and testers — especially in Selenium, API testing, and CI/CD test pipelines. It’s designed to handle everything from unit...