lwcasbrg/Evolution

🌟 Evolution Aurora - Watch AI Learn to Code

HuggingFace Agents-MCP Hackathon 2025 Submission

🏆 Track 3: Agentic Demo Showcase

Experience the magic of AI evolution in real-time! Watch as artificial intelligence learns to write better code through evolutionary algorithms, visualized with stunning aurora particle effects.

✨ Key Features

• —Aurora Particle Effects: Beautiful visual bursts triggered by fitness improvements
• —3D Fitness Landscape: Watch programs climb toward optimal solutions
• —Real-time Evolution: See AI improve code generation by generation
• —Interactive Controls: Start/stop evolution and observe the process

🤖 Agent Integration

This demo showcases how AI agents can evolve and improve code autonomously using the Evolve framework. The visualization makes the abstract process of machine learning tangible and beautiful.

🚀 Sponsor: Modal

Designed to leverage Modal's cloud infrastructure for parallel evolution execution (demo runs in simulation mode).

🛠️ Technical Stack

• —Frontend: Gradio with custom HTML5 Canvas
• —Visualization: Plotly for 3D landscapes
• —Effects: Pure JavaScript particle system
• —Framework: Evolve (evolutionary algorithms)

🎮 How to Use

1. 1.Click "Start Evolution" to begin
2. 2.Watch the aurora effects burst with each improvement
3. 3.Observe programs climbing the fitness landscape
4. 4.Monitor real-time progress in the event log

Built with ❤️ for the HF Agents-MCP Hackathon 2025