Inside this guide you'll find:
The 3 core types of test automation tools: ID-based, visual, and user-centric
Real-world use cases and common pitfalls for each
How to avoid flaky scripts, false positives, and constant test maintenance
How to choose the right fit for your app, tech stack, and team structure
This guide is for QA engineers, developers, and engineering leads who want:
Less flaky test scripts
Fewer false positives
A smarter way to pick the right automation tool
If your UI changes often or you’re scaling fast — this is for you.