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MoboStudio AI: Build software by describing it.

MoboStudio AI plans the architecture, writes real code, runs it in isolation, tests it in a browser and fixes what breaks — then ships it.

AI software builderEarly access Web

Illustrative interface

Generating code is the easy part. MoboStudio AI proves that what it built actually works before it calls the job done.

The problem

AI can write code. Knowing it works is the hard part.

Most AI builders stop at prompt → code. The output might not install, might not build, and might break the moment someone clicks a button — and nobody finds out until much later.

  • Code that was never run
  • No record of what changed, or why
  • Retry loops that quietly burn credits
  • Deploys that replace a working version with a broken one

The solution

Build → test → fix → deploy. One loop.

An agent system plans the work, writes real files, runs them in a container dedicated to your project, opens the app in a real browser and sends failures back to be fixed — within a bounded number of attempts. Every change is recorded as a version.

Describe software. Watch it get built, tested and shipped.

Features

What’s inside MoboStudio AI.

  • Plans before it writes

    Requirements, architecture, a data model and an ordered task list — shown as a live checklist while the work happens.

  • Real, portable code

    Next.js, TypeScript, Tailwind, Prisma and PostgreSQL. Conventional, readable, and yours to run anywhere.

  • Isolated by default

    Every project runs in its own container with hard resource limits. It never runs on the API servers and can’t reach other projects.

  • Tested in a real browser

    Each build opens in headless Chromium. Console errors, crashes and failed requests go straight back to the AI to fix.

  • Bounded self-repair

    The fix loop runs a limited number of times. If it can’t solve a problem, it stops, explains what it found and asks you.

  • Every change is recorded

    Edits are tracked file by file. Review a diff, undo a single file or restore a whole version in one step.

  • Deploys that check themselves

    Production builds must pass a health check before going live. A failed deploy never replaces a working one.

  • GitHub, both ways

    Import an existing repository, push to a new one and pull changes back — real commits, not zip files.

  • Secrets stay secret

    Environment variables are encrypted at rest, masked in logs and never sent to AI models.

  • Credits you can predict

    Credits are reserved before work starts and settled on actual usage. Every charge is itemised.

  • Extensible with MCP

    Bring your own MCP servers as tools for the agent, or reach MoboStudio AI from other clients through its MCP server.

  • Voice, images and custom agents

    Describe work by voice, attach screenshots for context, and shape the agents that build for you.

How it works

Describe → Plan → Build → Verify → Ship.

  1. 01

    Describe

    Write what you want in plain language — or say it, or attach a screenshot.

  2. 02

    Plan

    A reasoning model produces requirements, a data model and an ordered task list.

  3. 03

    Build

    A coding agent makes targeted changes with real tools: list, read, write, edit, run.

  4. 04

    Verify

    Install, build, start, open in a real browser. Problems go back to the coder.

  5. 05

    Ship

    Push to GitHub, or deploy behind a health check with automatic rollback.

Technology

Built on

Application

  • Next.js
  • TypeScript
  • Fastify
  • Prisma
  • OpenAPI

Execution

  • Docker containers
  • BullMQ workers
  • Redis
  • Playwright

AI

  • Anthropic Claude
  • OpenAI
  • Google Gemini
  • OpenAI-compatible providers
  • MCP

Platform

  • PostgreSQL
  • S3-compatible storage
  • GitHub API
  • Stripe & Razorpay

Interface

A closer look.

Illustrations of the product’s interface, drawn from how it actually works.

Illustrative interface

Workspace — conversation, plan, code and live preview in one view.

Illustrative interface

Verify — every build is opened in a real browser before it’s called done.

Illustrative interface

Ship — health-checked deploys; a failed one never replaces a working one.

Use cases

Where it fits.

  • 01

    CRMs

    A real-estate CRM with agents, leads, properties and WhatsApp follow-ups.

  • 02

    Booking systems

    A booking app for a physiotherapy clinic, with reminders and a staff calendar.

  • 03

    Internal dashboards

    A dashboard tracking orders, refunds and inventory straight from PostgreSQL.

  • 04

    Marketplaces

    A marketplace where local makers sell handmade furniture, with seller payouts.

FAQ

Questions, answered.

  • Is the code really mine?

    Yes. Projects are standard Next.js and TypeScript applications. Push them to your own GitHub repository and run them anywhere.

  • Where does my application run while I build it?

    In an isolated container dedicated to your project, with resource limits and restricted network access. It never runs on the API servers and can’t reach other customers’ projects.

  • What happens when the AI gets stuck?

    Automatic fixing is limited to a set number of attempts. After that the agent stops, explains what it found, and asks you how to proceed — it never burns credits in an endless loop.

  • How are credits charged?

    Each AI operation reserves an estimate before it starts and is settled on actual model usage afterwards. Your usage page lists every charge.

  • Which AI models does it use?

    Work is routed across models from several providers — reasoning models for planning, strong coding models for writing code and fast models for small jobs — with automatic fallback when a provider is unavailable.

  • Can I import an existing project?

    Yes. Connect GitHub and pick a repository. The agent reads the files it needs before making targeted changes, and you can push changes back whenever you like.

  • Can I use it today?

    MoboStudio AI is in early access. Tell us what you want to build and we’ll get you in.

Describe it. Watch it get built.

MoboStudio AI is in early access. Tell us what you want to build first.

or write to hello@mobodevelopers.com