VIBE-CODED MVP AUDIT

Find what will break when the demo becomes a product.

A focused review for AI-built MVPs that work on the happy path but may still carry flow debt, missing states, system drift and trust gaps.

FIVE LAYERS

Flow / States / System / AI Trust / Recovery.

Does the primary task match the way users think?

What happens during loading, empty, error, permission and partial completion?

Are repeated patterns governed by shared rules?

Can users understand AI scope, progress and consequence?

Can the user undo, retry, correct or escalate?