AI Tools for Testing: How to Choose the Right Approach for QA

AI-powered QA tools are popping up overnight, but they’re not all doing the same thing. Some “heal” by adapting on the fly, others execute pre-recorded actions or use codeless automation, and others generate deterministic test code directly. Each approach has strengths and drawbacks that affect your team’s test coverage, accuracy, reliability, and maintenance burden.