Advanced Testing Techniques
#2248
The Hybrid AI QA Workflow: How AI Dev Teams Upgraded the QA Role
AI dev agents ship fast. Human QA catches what they miss. This is the full hybrid QA workflow: direct fix protocol, scoped bug reports, verification comment format, and the failure patterns every QA engineer needs…
Read Article → From the Archive // daily rotation
Advanced Testing Techniques
Most QA teams treat Cypress as just another UI automation tool. They're missing out on API testing, network stubbing, database validation, and…
QA Career Growth & Leadership
The Tester to Lead journey is more than a promotion—it’s a transformation. From overcoming imposter syndrome to making tough calls, this final…
Software Testing Strategies & Methodologies
QA doesn't exist to check quality. It exists to contain blast radius. That only works when systems are fragmented on purpose. Learn…
QA Frameworks, Tools, & Debugging
Debugging is a key skill for QA professionals, and it’s more than just finding bugs. It’s about identifying root causes, preventing future…
Software Testing Strategies & Methodologies
Abstraction keeps software teams moving until it hides just enough detail to make correctness impossible to verify. This post breaks down where…
QA Frameworks, Tools, & Debugging
Every QA hits the same wall with AI: generic in, generic out. This post breaks down why prompt lists don't survive real…
// stay in the loop
QAJourney on Substack
Tactical QA breakdowns, automation workflow posts, and field notes delivered when it matters. No filler.
Subscribe on Substack → Cluster Topics // browse by focus area
Playwright // browser automation
How to Optimize Playwright Scripts for Performance Testing
Why Your UI Breaks in Production (And How Playwright Catches It First)
Playwright Codegen: When Automation Records Garbage (And What to Actually Do)
Automate Like a Pro: Real-World QA Testing with Playwright (No CI/CD Required)
I’m Not an Automation Engineer, But Here’s How I Use Playwright to Boost QA Anyway
Cypress // end-to-end testing
Selenium // web automation
API Testing // backends & integrations
Manual Testing // human-first QA
Manual vs Automated Testing: When and Why to Use Each Approach
I Was an Automation Engineer, But as a QA Lead, I Still Prefer Manual Testing
The Manual Testing Skills That Make You Better at Automation
The Lost Art of Debugging in QA: Why It’s More Than Just Finding Bugs
AI-Assisted Manual Testing: The Hidden Power Combo Most QA Teams Ignore
Beyond Happy and Sad Paths: Testing for Real Users, Not Perfect Ones
AI-Assisted QA // modern testing stack
Production-Ready QA Prompts: The Copy-Paste Library
Training AI to Think Like a QA: A Real-World Testing Approach
AI QA Workflow: A Structured System for Testing with AI
AI for QA Is Still Just a Glorified Search Engine
QA and the Future – AI, Automation, and Trends You Need to Watch
Balancing Manual, Automation, and AI-Driven Testing in Real-World Projects
Regression Testing // stability systems
Shift-Left & CI/CD // build pipelines
The Shift-Left Testing Revolution: Embedding QA into Agile for Better Software Quality
Guerrilla QA: Testing in the Real World (Not Silicon Valley)
Branch-Level QA: How We Test Pull Requests Before Code Review
Traditional vs Modern QA: Why Hybrid QA Methodologies Actually Work
QA Environment Setup (2025): Cloud-First When Roaming, WSL on the Workstation
Hands-On Labs // test it yourself
Playground
Test QA scripts in real-time environments using our automation playground. No setup required.
Try This →GitHub Lab
Explore our public repo of test cases, sample scripts, and CI/CD experiments. Fork and run.
View Repo →