A prototype implementation of an AI-powered platform that understands, designs, evolves, and interacts with applications and the real world.

SOARE integrates 10 core components into a unified intelligent platform:

• LLM Integration: Central intelligence for reasoning, planning, and code generation
• Vector Database: Semantic memory for knowledge storage and retrieval

• Dynamic Orchestration: Intelligent deployment and scaling
• Meta-Kernel Simulation: Adaptive execution environments

• Universal Compiler: Multi-target code generation and optimization
• Collaborative Interface: Real-time design and development canvas

• Distributed State: High-performance data persistence
• Stream Processing: Real-time analytics and event handling

• Simulation Engine: High-fidelity modeling and visualization
• Ultra-Responsive Control: Real-time decision making and actuation

├── backend/
│   ├── core/                    # Core SOARE engine
│   │   ├── brain/              # LLM and reasoning
│   │   ├── memory/             # Vector database and storage
│   │   ├── orchestrator/       # Dynamic system management
│   │   └── compiler/           # Code generation and optimization
│   ├── simulation/             # Reality modeling engine
│   ├── streams/                # Real-time data processing
│   └── index.ts               # Main API entry point
├── frontend/
│   ├── components/
│   │   ├── CollaborativeCanvas/ # Real-time design interface
│   │   ├── SystemVisualizer/   # System state visualization
│   │   ├── SimulationView/     # 3D simulation interface
│   │   └── ChatInterface/      # LLM interaction
│   ├── index.html
│   └── index.tsx
├── shared/
│   ├── types/                  # TypeScript interfaces
│   └── utils/                  # Shared utilities
└── examples/                   # Demo applications and use cases

• Natural Language System Design: Describe systems in plain English, SOARE designs and implements them
• Self-Optimizing Applications: Continuous performance monitoring and automatic optimization
• Real-time Collaboration: Multiple users and AI agents working together on complex systems
• Digital Twin Creation: High-fidelity simulations of real-world systems
• Adaptive Execution: Dynamic resource allocation and environment optimization

1. The main entry point is /backend/index.ts - an HTTP API that exposes SOARE's capabilities
2. The frontend provides an interactive interface for system design and monitoring
3. Examples demonstrate various SOARE capabilities and use cases

This is a prototype demonstrating core SOARE concepts:

• ✅ LLM integration for intelligent reasoning
• ✅ Basic orchestration and system management
• ✅ Real-time collaborative interface
• ✅ Simple simulation capabilities
• 🚧 Advanced compiler features (planned)
• 🚧 Full vector database integration (planned)
• 🚧 Complex real-world system modeling (planned)

SOARE represents a new paradigm where humans define goals and constraints, while an intelligent system handles implementation details, making complex software development accessible and enabling rapid innovation across domains.