Vibe coding

Vibe coding changes the cost of producing software. It does not change the cost of a bad consequence.

This collection is for founders who can now build a working interface before they could once have written a specification. The opportunity is real: ideas can meet users sooner, narrow tools become affordable, and one person can test more product shapes.

The new risk is borrowed confidence. Generated code contains the expected files, helpers, and security vocabulary. That does not prove ownership checks, webhook idempotency, recovery, or private-data boundaries. These guides show how to review the paths that charge, expose, erase, or impersonate without pretending every founder must become a senior engineer first.

Start by drawing a line between harmless roughness and dangerous failure. Then write the invariants the product must preserve and trace one important action from browser to storage and back. Test with two users, duplicate requests, provider failures, and expired credentials.

AI can draft and challenge. A person still owns the promise made to the user.