App Generator

The App Generator project explores how language models can produce real, installable, and interactive applications—not just static prototypes—across iOS, Android, macOS, and Windows.

Unlike web-only builders, we focus on native app development, with support for system APIs, multi-platform deployment targets, and full-stack integration hooks.

Our Vision

Prompt-to-app isn’t about scaffolding boilerplate. It’s about teaching models how to:

Design multi-screen navigation
Handle native permissions (camera, location, filesystem)
Build reactive UIs with real state
Wire up APIs and local databases
Compile, package, and ship cross-platform binaries

Supported Targets

We currently support generation and packaging for:

React Native
Flutter
SwiftUI (iOS/macOS)
Kotlin Jetpack Compose (Android)
Electron + Tauri (Desktop)

Our backend stack adapts to:

Firebase, Supabase
RESTful APIs from schemas
SQLite, Realm, or file-based storage
Native plugin bridging (e.g. Bluetooth, camera, push notifications)

Prompt Capabilities

Prompt-to-screen: “Create a login screen with email and OTP support”
Prompt-to-workflow: “Build a 3-step onboarding flow with progress bar”
Prompt-to-native-API: “Let the user take a photo and save it locally”
Prompt-to-offline-mode: “Cache data locally with fallback sync”
Prompt-to-publish: Generate metadata for store submission

Core Technologies

Code LLMs: GPT-4, Claude 3, DeepSeek Coder
Prompt Compiler: Converts instructions into ASTs and then real code
Manifest Injector: Auto-generates config files (e.g., AndroidManifest.xml, Info.plist)
Native Resolver: Suggests or adds platform-specific implementations when required

Example Session

Build a note-taking app that works offline and syncs to Supabase when online. Add dark mode and markdown support.

Generated:

Screens: Home, Editor, Settings
Local storage: SQLite with model binding
Supabase sync worker with retry logic
Cross-platform theme toggle
Markdown preview with highlight.js
Build-ready project for Android + macOS

App Testing + Packaging

All projects are tested and compiled on TensorOne GPU Clusters using native build environments:

Xcode for iOS/macOS
Gradle + Android SDK for Android
Tauri CLI + Rust for lightweight desktop apps

Post-build snapshots are saved, signed, and published to our private preview store or TestFlight channels.

Tooling Support

Component library injectors (e.g., MUI, NativeBase, SwiftUIViews)
Design system awareness (load Tailwind config, Material tokens, etc.)
Store-ready assets generation: icons, screenshots, privacy manifest
Interactive CLI to walk through features before commit

tensoronecli project create --type native-app
tensoronecli project build --target ios

What We’re Exploring

Voice-driven prototyping (“Build me a meditation app with a calming theme”)
Context-aware revisions (“Make this offline-first”, “Add calendar integration”)
Multi-agent collaboration (Planner → UI Dev → API Integrator → QA Agent)
Self-hosted preview environments with hot reload and analytics

We believe in AI-assisted native code—fast, flexible, and built for the platforms that matter.