AI Testing
Bolt.new just built you a full-stack app in 20 minutes. It looks right. The preview works. You're about to share the URL. Before you do: have you actually tested it? Not "does it load" — that's not a test. Have you verified that
AI Testing
You prompted v0.dev, got a polished React component in 30 seconds, copied it into your Next.js app, and it looked great. You shipped it. Three days later a user fills out the contact form and nothing happens. The button submits, the loading spinner appears, and then — nothing. No
developers
Lovable, Bolt.new, v0, and similar AI app builders ship working applications fast. What they don't ship is a testing layer. Here's how to add behavioral tests and monitoring to apps built with these tools — without writing code or setting up test frameworks. Key Takeaways AI
developers
Vibe testing is the QA counterpart to vibe coding — you describe what should happen in plain English, and AI runs the tests for you. It's how you verify software you didn't write yourself without building a Playwright infrastructure. Key Takeaways Vibe coding skips QA by default.