Build Full-Stack Applications
With AI
Describe what you want to build in plain English. Orbit plans, writes, and compiles production-grade Next.js web applications and native Expo mobile apps directly in your browser — with zero local configuration.
“Scaffold a full-stack Next.js 16 SaaS platform with Supabase authentication and billing.”
Free tier available · Zero local setup · Full Git code ownership
The Friction of Modern Software Development
Turning an application idea into working software should not require days of environment configuration, fragile glue code, and proprietary builder dead-ends.
Environment & Toolchain Setup Fatigue
Starting a project typically means wrestling with package managers, conflicting Node runtimes, Docker containers, TypeScript configs, and bundler plugins before writing a single line of business logic.
The Frontend-to-Backend Disconnect
Connecting a polished user interface to database tables, authentication providers, and server actions requires hours of repetitive glue code and manual API contract synchronization.
Slow Iteration & Context Switching
Jumping between terminal windows, code editors, browser tabs, and design mockups fractures focus. Simple visual tweaks often require multi-step rebuilds and hot-reload restarts.
The No-Code Ceiling & Vendor Lock-In
Visual no-code builders allow rapid initial mockups, but developers hit hard walls the moment custom database queries, external SDKs, or native mobile APIs are required.
Design System & Token Inconsistency
Without an upfront design token contract, UI elements drift: buttons adopt varying corner radii, color palettes diverge across pages, and responsive breakpoints break on mobile viewports.
Unchecked AI Code Drift & Regression
Generic AI chatbots generate code without whole-project awareness, frequently hallucinating non-existent npm packages or unintentionally rewriting working components during revisions.
Beyond Static Mockups: Full-Stack AI Software Development
Orbit is an AI software development platform and full-stack app builder that translates high-level concepts into production-grade applications. Experience a unified environment where ideas become running code instantly.
Natural-Language Intent Decomposition
Orbit doesn’t simply autocomplete code snippets. It breaks your natural-language vision into architectural requirements: component hierarchies, database schemas, API contracts, and user interactions.
Visual Persona & Token Lock
Before writing code, Orbit classifies your product’s aesthetic persona (e.g., dense fintech, editorial content, minimal SaaS) and locks design tokens to guarantee visual consistency across every view.
Full-Stack Code Synthesis
Generates standard TypeScript, React, and Next.js or Expo codebases. Everything from UI primitives and responsive Tailwind layouts to Supabase SQL migrations is compiled cleanly.
In-Browser Runtime Sandbox
Executes your application inside browser-native WebContainers. You experience instant Hot Module Replacement (HMR), real npm packages, and live devtools without installing Node locally.
Why Orbit is not just another UI prompt box
Generic AI tools output throwaway React snippets inside an iframe. Orbit compiles a real, multi-file software project with state management, routing, database tables, and clean git history.
The 5-Stage Journey: Idea to Running Software
Follow the transparent lifecycle of how Orbit converts a natural-language description into a structured, previewable, and deployable production application.
Describe Your Application Vision in Plain English
Begin by writing what you want to build in everyday language. Mention target users, key screens, required data entities, integrations (like Stripe or Supabase), and styling preferences.
What Can You Build With Orbit App Builder?
From single-page web applications and marketing sites to data-driven SaaS platforms and native iOS/Android codebases, Orbit covers the entire modern software development spectrum.
Full-Stack SaaS Applications
Scaffold production-grade Software-as-a-Service applications. Orbit provisions PostgreSQL database schemas, Row-Level Security (RLS), user registration flows, protected routes, and billing hooks with zero manual setup.
- › Type-safe props with TypeScript strict mode
- › Responsive breakpoint testing (mobile, tablet, desktop)
- › Hot Module Replacement in browser WebContainers
- › Clean export with package.json and lockfile
Supported Application Frameworks: From SaaS to Native Mobile
Orbit compiles production-ready code across four distinct runtime targets with full code ownership and zero proprietary lock-in.
Next.js 16 + Supabase
App Router architecture with real Postgres schema, Row-Level Security, user authentication, and Stripe payments.
Expo React Native
Cross-platform native iOS & Android applications with native gestures, Expo Router navigation, and offline SQLite storage.
Vite React + Tailwind
Lightning-fast single-page applications with instant HMR in-browser, custom components, and Framer Motion effects.
HTML5 · CSS3 · ES Modules
Zero-dependency standalone code for hyper-optimized landing pages, embeddable widgets, and lightweight tools.
Build Full-Stack Applications: Beyond Frontend Mockups
Most AI app builders stop at generating client-side HTML and Tailwind buttons. Orbit builds complete, data-driven applications equipped with relational databases, secure authentication, and server-side execution.
Next.js 14 App Router & Server Components
Orbit structures your frontend with modern Next.js conventions: streaming Server Components for fast data fetching, client components only where user interactivity is needed, and nested layouts that prevent unneeded re-renders.
Relational PostgreSQL Schemas & Migrations
Rather than relying on ephemeral browser local storage or mock JSON files, Orbit generates real SQL migration scripts. It sets up relational tables, primary keys, foreign constraints, and indexes ready for Supabase or Neon.
Row-Level Security (RLS) & Auth Policies
Enterprise security baked in from prompt one. Orbit writes PostgreSQL Row-Level Security policies ensuring users can only read, update, or delete records belonging to their authenticated session or organization ID.
Authentication & Session Handling
Scaffolds complete authentication flows including email/password registration, password reset callbacks, JWT session validation, and Next.js proxy middleware for route protection.
Server Actions & Typed API Routes
Form submissions and data mutations run through type-safe Next.js Server Actions with Zod validation. Zero boilerplate API controllers needed for standard CRUD operations.
Stripe, Webhooks & Third-Party SDKs
Prepared integration points for payment processing (Stripe checkout sessions and webhook verification), transactional emails (Resend), and third-party REST services.
Iterate and Refine with Natural Language: Click-to-Annotate
Developing software is an ongoing dialogue. Orbit eliminates the dreaded AI regression bug where editing a header breaks your authentication or rewrites working database calls.
Adding Real-Time Table Debounce Search
Updated CustomerTable.tsx: injected useMemo filter hook and debounce input without touching the page layout or database queries.
// Before: Static tabular rendering
export function CustomerTable({ customers }) {
return (
<table>
{customers.map(c => <Row key={c.id} customer={c} />)}
</table>
);
}// After: Debounced real-time filter injected
export function CustomerTable({ customers }) {
const [query, setQuery] = useState('');
const filtered = useMemo(() =>
customers.filter(c =>
c.name.toLowerCase().includes(query.toLowerCase()) ||
c.email.toLowerCase().includes(query.toLowerCase())
), [customers, query]
);
return (
<div>
<SearchInput value={query} onChange={setQuery} debounceMs={300} />
<table>{filtered.map(c => <Row key={c.id} customer={c} />)}</table>
</div>
);
}Work With Real Code: Complete Ownership, Zero Lock-In
Orbit is not a closed visual website builder. Every project is real, standards-compliant TypeScript and React software that you own entirely and can export anywhere.
100% Standard Framework Conventions
Orbit generates standard Next.js, Vite React, and Expo React Native projects with idiomatic folder hierarchies, tsconfig settings, and package manifests. No weird DSLs or proprietary wrappers.
Strict TypeScript Typing
All interfaces, props, database models, and API responses are strongly typed. Enjoy autocomplete, compile-time type safety, and zero cryptic runtime undefined errors.
Zero Proprietary Runtime Dependencies
Your application does not import an "orbit-runtime" or require an active Orbit subscription to stay alive. The code is standard open-source React, Tailwind CSS, and standard npm packages.
One-Click GitHub Export & Sync
Push your complete codebase directly to a new or existing GitHub repository with clean commits. Continue developing locally in VS Code, Cursor, or your favorite editor anytime.
my-orbit-app/ ├── app/ │ ├── layout.tsx # Root layout with fonts & metadata │ ├── page.tsx # Landing / Hero screen │ ├── dashboard/ │ │ ├── page.tsx # Authenticated dashboard (RSC) │ │ └── loading.tsx # Skeleton streaming fallback │ └── api/ │ └── webhooks/route.ts # Stripe & Supabase webhook handlers ├── components/ │ ├── ui/ # Accessible primitive buttons, modals │ ├── metrics/ # Real-time analytics charts │ └── navigation/ # Responsive header & drawer ├── lib/ │ ├── supabase/client.ts # Supabase client with typed schema │ └── utils.ts # Tailwind cn helper ├── supabase/ │ └── migrations/ # SQL DDL & Row-Level Security rules ├── package.json # Clean standard dependencies └── tsconfig.json # Strict TypeScript configuration
What Can You Build With a Single Prompt?
Explore concrete, tested prompts that generate fully functional applications in Orbit. Copy any prompt to launch it directly in your workspace.
Customer Feedback & NPS Analytics Platform
Cross-Platform Habit & Workout Streak App
Warehouse Inventory Restock & PO Console
AI Prompt Engineering Studio & Token Tracker
Developer Tool Landing Page with Code Snippets
Customer Support SLA & Escalation Queue
Engineered for Creators Across Every Stage of Development
Whether you are an engineer seeking an accelerated scaffolding foundation or a founder building your first application, Orbit adapts to your technical workflow.
Founders & Startup Creators
Validate ideas and launch functional MVPs in days instead of quarters
Go from concept to customer-facing MVP with complete code ownership.
Orbit vs Traditional Workflows & Web-Only AI Builders
Compare the software engineering reality of manual coding, simple web-only AI prompt boxes, and Orbit’s full-stack AI development workspace.
| Capability Dimension | Traditional Coding | Web-Only AI Generators | Orbit Full-Stack Platform |
|---|---|---|---|
| Supported Production Stacks | Requires separate project setups for web (Next.js) and mobile (React Native). | Strictly web-only (Vite or static Next.js). Cannot compile native mobile. | Web & Native Mobile 4 native runtimes: Next.js App Router, Vite React, Expo React Native, and HTML5. |
| Full-Stack Data & Persistence | Manual SQL migration scripts, ORM modeling, and API routes boilerplate. | Often relies on mock JSON files or client-side browser localStorage. | Production Postgres Scaffolds real PostgreSQL schemas, Row-Level Security, and Supabase auth. |
| Component Editing Precision | Manual file inspection, line-by-line code editing, and rebuild testing. | Global input box: editing a component frequently rewrites or breaks other files. | Surgical Isolation Click-to-Annotate: isolate and edit specific elements with zero regression drift. |
| Design Consistency & Tokens | Requires manually establishing and enforcing Tailwind theme tokens. | AI hallucinates mismatched corner radii, random color palettes, and fonts. | Design System Lock Visual Persona intelligence locks unified design tokens before writing code. |
| Code Ownership & Export | 100% owned, but takes weeks to build from scratch. | Often locked into proprietary cloud hosting or cumbersome export flows. | 100% Code Ownership Standard TypeScript/React code with instant 1-click GitHub push and ZIP export. |
| Development Setup Overhead | Hours spent installing Node versions, Docker containers, and packages. | Varies; some require local terminal cloning to run database migrations. | Instant In-Browser Zero local setup: runs full development servers inside browser WebContainers. |
The Future of Software Development: Natural Language as an Abstraction Layer
Every major leap in computing has been an evolution of abstraction: from punch cards to assembly, from C to garbage-collected runtimes, from raw DOM manipulation to declarative React.
Architectural Intent Over Syntax
Software engineers spend disproportionate energy configuring boilerplate, importing libraries, and matching CSS flexbox rules. Orbit elevates human creativity to high-level architectural decisions, data models, and business logic.
Reasoning Paired with Rigor
AI shouldn't hallucinate code in a vacuum. Orbit sandwiches probabilistic language models between deterministic compilers, TypeScript strict mode, and browser-native WebContainers to guarantee runtime reliability.
Developers Remain in Control
Orbit does not obscure or lock your code away. You can view, edit, refactor, and export every file at any stage. AI acts as an indefatigable pair programmer, not an opaque black box.
In-Browser Development Environment, Integrations & Deployment
Orbit pairs conversational AI with a complete browser runtime. Develop with real npm packages, connect production databases, and deploy with zero environment friction.
In-Browser WebContainers Execution
Orbit leverages WebContainers to run a real Node.js micro-operating system directly inside your browser tab. Enjoy instantaneous startup, full terminal access, and isolated execution.
Instant Hot Module Replacement (HMR)
See UI adjustments and state changes reflected in sub-second time. No waiting on remote cloud server spin-ups or build queue delays.
Production Database Connections
Seamlessly connect your Supabase, PostgreSQL, Neon, or MySQL databases. Orbit reads live schema structures to write typed client queries and migrations.
First-Class GitHub Repository Sync
Initialize Git repositories, create branches, and push clean commits directly to GitHub without ever opening a local command prompt.
Cloud & App Store Deployment Ready
Deploy full-stack web applications to Vercel, Netlify, or AWS with standard npm build commands. For mobile, compile native iOS and Android binaries via Expo EAS.
Full-Stack Development Capabilities: Built for Production Engineering
Every architectural layer in Orbit is calibrated to generate clean, typed, maintainable software—not throwaway prototypes.
Database & Document Sources
Directly connect Postgres, Supabase, internal schemas, and company documents via Sources. Orbit grounds continuous reasoning and generated software in live operational truth.
Visual Persona Intelligence
Orbit determines your app’s visual language before writing code. A fintech dashboard gets tight data density and sharp lines; a wellness app gets organic breathing movement.
Design System Token Lock
Every component references the same unified token set. Button corner radius matches the modals, while padding scales proportionally across views automatically.
Motion-First Generation
Motion is not an afterthought. Hover states, drawer slide-overs, page transitions, and skeleton loaders are baked into the generated React output.
Click-to-Annotate Surgical Edits
Click any element in the live preview to pin it. Your next instruction touches only that specific component without regenerating or breaking other files.
In-Browser WebContainers
Runs a real Vite development server directly inside your browser. Experience instant HMR, npm packages, and terminal logs with zero server latency.
Integrated Backend & Auth
Automatically hooks up PostgreSQL schemas, user accounts, JWT sessions, and row-level security policies without manual database provisioning.
Web & Native Mobile Stacks
Output Vite React for single-page applications, Next.js for full-stack platforms, or Expo React Native for real iOS and Android native apps.
Zero Platform Lock-In
Orbit produces standard, idiomatic React, Tailwind, and TypeScript. Export your repository anytime to continue building locally or deploy to Vercel and AWS.
Enterprise Operations: Business Ground Truth & E-Commerce
Beyond prompt-to-app building, Orbit extends into live enterprise database reasoning and multi-channel store operations through dedicated modules.
Orbit for Business
Connect live PostgreSQL, Snowflake, BigQuery, and enterprise documents as Sources. Query your ground truth with conversational SQL, automate operational workflows, and generate internal tools with zero hallucinations.
Orbit for E-Commerce
Harmonize Shopify, Amazon, and WooCommerce catalogs. Automate stockout alerts, dynamic margin protection, and multi-channel catalog updates directly from a single conversational input bar.
Applications You Can Build: Production-Ready Scaffolds
Database Operations Portal
PostgreSQL + Supabase live data connection, SQL querying, RBAC admin controls, and real-time operational telemetry.
Document RAG & Knowledge Hub
Continuous conversational reasoning over company PDFs, policy documents, and internal technical wikis.
SaaS Platform
Next.js 16 + Supabase auth, Stripe subscriptions, team workspaces, and telemetry.
Fitness & Health App
Expo React Native workout tracker, activity streaks, health sensors, and offline cache.
AI Streaming Workspace
Vite React AI interface with token streaming, model selection, and prompt canvas.
Autonomous Storefront
Modern store with dynamic product catalog, inventory management, and 1-click checkout.
Community Forum
Realtime threads, markdown replies, user profiles, and karma moderation system.
Executive Analytics
Interactive KPI charts, conversion funnel diagnosis, and automated export reports.
What Makes Orbit Different: Factual Tool Comparisons
Evaluating AI code generators? See how Orbit compares against popular web-only builders and desktop IDE assistants.
Orbit vs Lovable
Lovable is strictly web-only. Orbit generates real cross-platform Expo React Native apps for iOS & Android, plus live database Sources.
Orbit vs v0
v0 focuses on isolated UI component snippets. Orbit builds complete full-stack applications with state, routing, and Supabase database schemas.
Orbit vs Bolt.new
Orbit prevents generic WebContainer design drift with Visual Persona token locking and Click-to-Annotate surgical component editing.
Orbit vs Cursor
Zero local setup, terminal commands, or Docker containers. Orbit provides an instant in-browser workspace with live hot-reloading WebContainers.
Paying for ChatGPT, Claude, and Lovable subscriptions?
Consolidate fragmented AI tools into Orbit and calculate your annual savings.
Frequently Asked Questions About Orbit AI App Builder
Straightforward technical answers about architecture, mobile compilation, code ownership, and deployment.
Build Your First Full-Stack
Application in Minutes.
Zero local setup. No missing dependencies. Turn ideas into production code, review live previews, and ship on your own terms.
✓ Free Tier Available • ✓ Zero Local Setup • ✓ Full Git Code Ownership