Testing Chatbots Is Different: Why Traditional UI Automation Falls Short and How AI Agents Fix It
Why exact-match UI automation breaks for chatbots, how non-deterministic responses need semantic validation, and how AI-native tools evaluate intent, meaning, and visual outputs.