Vibe coding: a practical guide.
Describing software in plain language and letting an agent build it — what actually works, and what quietly breaks.
What vibe coding means
Vibe coding is building software by describing the result you want and reviewing what the AI produces, instead of typing each line yourself. The term spread in 2025 and now covers everything from weekend prototypes to production apps shipped by teams who can read code but would rather spend their time on the product.
The shift is not that code disappears — it is that your leverage moves from syntax to judgment. You still decide the data model, the security rules and what "done" means. The agent handles the typing, the wiring and the boilerplate.
A workflow that holds up
1. Describe the outcome, not the implementation
Say what the user should be able to do and what the screen should feel like. Naming components, files or libraries up front narrows the agent to your guess instead of the best fit.
2. Ship one screen before adding data
Get a single page you would actually show someone. A working surface makes every later decision — data model, auth, navigation — concrete instead of hypothetical.
3. Keep prompts small after the first build
The first prompt can be ambitious. Follow-ups should change one thing at a time, because a small diff is reviewable and a large one is a rewrite in disguise.
4. Let the preview be your test suite
Click through the flow after each change. Runtime errors from the live preview feed straight back into the agent, so bugs are usually fixed in the same conversation.
5. Write down the rules that keep repeating
Design tokens, tone of voice, business rules — anything you have corrected twice belongs in the project knowledge so you never correct it a third time.
Five mistakes that cost the most time
- Describing the entire product in one prompt and then debugging six features at once.
- Accepting hardcoded colors instead of insisting on the design system's tokens.
- Adding a database before the interface has proven what the data actually is.
- Skipping row-level security 'for now' on a table the browser can already read.
- Never reading the generated code — vibe coding is fast, not magic.
Where Master fits
Master is an AI app builder designed around this workflow: chat on one side, a live preview on the other, and the generated React + TypeScript code always available to read or download. Master Cloud adds the database, auth and storage without a second account, and every table ships with row-level security enabled.