AI Product Design You Can’t QA Vibes: How to Test AI Products When Outputs Are Never the Same Twice AI outputs are different every time — so how do you test them? Shape tests, semantic evaluation, mock boundaries, visual regression, and… amejia · Jan 23, 2026