Product

How Vibe Coder builds apps that last

Five foundations that set Vibe Coder apart from other vibe-coding generators: code you own, persistent context, real environments, transparent costs, and importing any existing codebase.

01

Code you fully own

Every generated app is ordinary code — TypeScript, a real backend, a real database. No proprietary SDK, no platform API calls baked into your code, no managed services you can't swap out.

The app runs with npm install && npm start on any machine. Push it to GitHub and never open Vibe Coder again.

$ git clone your-generated-app

$ npm install

$ npm start

// No callbacks to the platform. No lock-in.

Files & project structure
Entities & data model
Existing API contract
What the last session built
02

Context that doesn't decay

Come back to a project after a week and it knows what you built. You never re-explain the project every session, and its understanding doesn't degrade as the project grows — this is the exact failure mode that makes other vibe-coding tools unusable on real projects.

03

Preview/Staging, then Production

Every project gets two isolated environments, each with its own database. You build and test in Preview/Staging — the same serverless artifact that will run in production — and promote to production only when you're confident.

Preview / Staging

Live inside Vibe Coder while you build. Real backend, isolated database. See changes the instant the AI writes a file, and test the real thing before going live.

Production

Promoted from preview only when you're confident. Real users, real data, its own isolated database.

04

Transparent, real-time cost

Every operation shows its token cost in real time. If the AI gets stuck in a retry loop, you see it and stop it — no billing-page surprises.

Generate endpoint ~2,400 tokens
Update DB schema ~1,100 tokens
Session total ~3,500 tokens
05

Bring your existing codebase

Import source from a GitHub repo or a ZIP file. The agent reads it regardless of language — C#, Java, C++ and more — and regenerates an applet with the same features on our platform, where feasible.

Most tools move projects only between their own formats. We start from your actual source code — in any technology.

// source in any language

$ import github.com/you/legacy-app

or: ZIP file upload

↓ agent reads & understands the code
↓ regenerates an applet with the same features

fresh, ownable code on our platform

ההיסטוריה המלאה של וייב קודינג" data-en="How did this movement start? The history of vibe coding — from Karpathy's tweet to Word of the Year">How did this movement start? The history of vibe coding — from Karpathy's tweet to Word of the Year

06

Restrict who can reach each app

Every app gets its own access rules: an IP/CIDR allowlist (IPv4 and IPv6) for its preview and data API, and a country allowlist enforced at the CDN level for the deployed app. Set both from the app's settings — no extra infrastructure, no extra charge.

The country filter is IP-geolocation based — like any geo-block, a VPN gets around it, so treat it as a courtesy filter, not authentication. It's still useful: keeping a client demo, an internal tool, or an early build limited to an office network or a handful of countries, without standing up your own WAF. Elsewhere, this is either unavailable or a paid add-on — Vercel, for one, charges separately for IP allowlisting and doesn't offer country-level blocking at all.

IP allowlist 203.0.113.5, 10.0.0.0/8
Country allowlist US, IL, CA
Cost included, every app

Want to see it in action?

Browse real apps deployed with Vibe Coder, or contact us to discuss access and pricing.