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Author: fornevercollective

README_SCAFFOLDING.md

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+# render-neural | Scaffolding System
+
+![render-neural](https://img.shields.io/badge/render--neural-v2.1.0-blue)
+![React](https://img.shields.io/badge/React-18-blue)
+![TypeScript](https://img.shields.io/badge/TypeScript-5-blue)
+![Vite](https://img.shields.io/badge/Vite-5-purple)
+
+## 🚀 Quick Launch
+
+The application includes a built-in scaffolding system that provides multiple ways to launch and develop the neural rendering platform.
+
+### Browser Interface
+
+Open `index.html` in your browser to access the scaffolding interface with:
+
+- **🚀 Development Server** - Launch Vite dev server
+- **🔨 Build Application** - Create production build  
+- **⚛️ Launch React App** - Direct React mount bypass
+
+### Command Line Interface
+
+```bash
+# Using the launcher script
+npm run launch:dev      # Start development server
+npm run launch:build    # Build for production
+npm run launch:install  # Install dependencies
+
+# Or directly
+node launch.js dev      # Start development server
+node launch.js build    # Build for production
+node launch.js help     # Show all commands
+```
+
+### Direct Commands
+
+```bash
+npm run dev       # Start Vite development server
+npm run build     # Build for production
+npm run preview   # Preview production build
+npm install       # Install dependencies
+```
+
+## 🏗️ Application Architecture
+
+### Core Systems
+
+- **Asset Management** - File ingestion, search, GitHub sync
+- **Sensor Control** - Depth cameras, LiDAR, thermal, multispectral
+- **Operations Console** - Depth processing, normals, point clouds, Gaussian splats
+- **Stability AI Integration** - Image/video generation, neural rendering
+- **Autonomous Deployment** - Sector management, AI agents, calibration
+
+### Technical Stack
+
+**Frontend**
+- React 18 with TypeScript
+- Vite for development and building
+- Tailwind CSS for styling
+
+**UI Components**
+- Radix UI primitives
+- shadcn/ui components
+- Lucide icons
+
+**3D Rendering**
+- Three.js for 3D graphics
+- WebGL for hardware acceleration
+- Canvas API for 2D rendering
+
+**AI Integration**
+- Stability AI for content generation
+- Neural networks for processing
+- Computer vision algorithms
+
+## 🎯 Scaffolding Features
+
+### Interactive Launch Interface
+
+The scaffolding system provides an interactive web interface that allows you to:
+
+1. **View System Status** - See all components and their health
+2. **Launch Development Tools** - Start dev server, build, or deploy
+3. **Monitor Terminal Output** - Real-time feedback and logging
+4. **Access Documentation** - Built-in help and guides
+
+### Keyboard Shortcuts
+
+When in scaffolding mode, use these shortcuts:
+
+- `Ctrl/Cmd + D` - Launch development server
+- `Ctrl/Cmd + B` - Build application
+- `Ctrl/Cmd + R` - Launch React app directly
+- `Ctrl/Cmd + C` - Clear terminal output
+
+### Auto-Launch URLs
+
+You can bypass the scaffolding interface with URL parameters:
+
+```
+http://localhost/index.html?launch=react  # Direct React launch
+http://localhost/index.html?launch=dev    # Auto-start dev mode
+```
+
+## 📊 Development Status
+
+✅ **Components Fixed** - All TypeScript errors resolved  
+✅ **Build Ready** - Vite + React + TypeScript configured  
+✅ **Launch Ready** - Development server available  
+✅ **Scaffolding Active** - Interactive launch interface  
+
+## 🛠️ Development Workflow
+
+### First Time Setup
+
+1. **Clone and Install**
+   ```bash
+   git clone <repository>
+   cd lolo-ren
+   npm install
+   ```
+
+2. **Launch Scaffolding**
+   ```bash
+   # Open index.html in browser OR
+   npm run dev
+   ```
+
+3. **Start Development**
+   - Use scaffolding interface to launch dev server
+   - Or run `npm run dev` directly
+   - Navigate to `http://localhost:5173`
+
+### Build and Deploy
+
+```bash
+# Build for production
+npm run build
+
+# Preview production build
+npm run preview
+
+# Deploy dist/ folder to your hosting service
+```
+
+## 🔧 Configuration
+
+### Vite Configuration
+
+Located in `vite.config.ts`:
+- TypeScript support
+- React plugin
+- Path aliases
+- Development server settings
+
+### Tailwind Configuration
+
+Located in `tailwind.config.js`:
+- Custom color schemes
+- Component variants
+- Responsive breakpoints
+
+### TypeScript Configuration
+
+Located in `tsconfig.json`:
+- Strict type checking
+- Modern ES features
+- Path mapping
+
+## 📱 Browser Compatibility
+
+- **Chrome/Edge** 90+ (recommended)
+- **Firefox** 88+
+- **Safari** 14+
+- **Mobile** Safari iOS 14+, Chrome Android 90+
+
+## 🚨 Troubleshooting
+
+### Common Issues
+
+**Port 5173 already in use**
+```bash
+# Kill process on port 5173
+npx kill-port 5173
+npm run dev
+```
+
+**TypeScript errors**
+```bash
+# Clear cache and reinstall
+rm -rf node_modules package-lock.json
+npm install
+```
+
+**Scaffolding not showing**
+- Check console for JavaScript errors
+- Ensure index.html is served via HTTP (not file://)
+- Try hard refresh (Ctrl+F5)
+
+### Development Tools
+
+The scaffolding system includes debugging tools:
+- Real-time terminal output
+- Component health monitoring  
+- Build status indicators
+- Error reporting
+
+## 📚 Additional Resources
+
+- [React Documentation](https://react.dev)
+- [Vite Documentation](https://vitejs.dev)
+- [TypeScript Documentation](https://www.typescriptlang.org)
+- [Tailwind CSS Documentation](https://tailwindcss.com)
+
+## 🤝 Contributing
+
+1. Fork the repository
+2. Create feature branch (`git checkout -b feature/amazing-feature`)
+3. Commit changes (`git commit -m 'Add amazing feature'`)
+4. Push to branch (`git push origin feature/amazing-feature`)
+5. Open Pull Request
+
+---
+
+**render-neural** - Spatial Intelligence & Neural Field Processing Platform