Anyone who’s vibe-coded an application with AI knows how quickly a simple idea turns into something more complex. A basic form needs to store data. Users need accounts. Logic needs a place to live.

Once upon a time, you could diagnose the culprit of your Mazda MX-5 Miata's check engine light with a paperclip. We now use ...