17. Testing Automation with AI
AI makes testing faster, more reliable, and less brittle. Auto-healing tests adapt to UI changes.
(Plot Twist: Tests that fix themselves when your UI changes? Your QA team is either thrilled or worried about job security. Probably both. 🤖)
AI Testing Capabilities
- Test Generation: AI creates unit/integration tests from code
- Auto-Healing: Tests adapt when selectors change (Mabl, Testim)
- Visual Testing: AI ignores insignificant rendering diffs (Applitools)
- Test Maintenance: AI suggests test refactors
Best Use Cases
- • E2E tests that break on every UI change → auto-heal them
- • Visual regression for pixel-perfect UIs
- • Unit test scaffolding with Copilot/ChatGPT