2026-02-21

Database basics for vibe coders: the 80/20 that makes you dangerous

A non-academic explanation of databases for non-engineers: entities, relationships, validation, and why it matters for production apps.

If you understand databases at a basic level, you stop building toy apps.

The 80/20

  • An entity is a thing you store (Lead, Patient, Deal, Task)
  • A relationship connects entities (a Patient has many Appointments)
  • Validation prevents garbage data

Why it matters

Most bugs and “AI hallucinations” in apps are really data problems:

  • missing fields
  • inconsistent formats
  • no permissions model

In the sprint, we teach the minimum database thinking you need — while building your real use case.

Want to build your own tool in 6 sessions?
Vibe Coaching Sprint is live 1:1 coaching (English + العربية). We pick your real use case and implement it together while you learn the fundamentals.
See the $199 offer
Live 1:1 • English + العربية