metadata

title: Evolution Aurora - AI Learning to Code
emoji: 🌟
colorFrom: purple
colorTo: green
sdk: gradio
sdk_version: 5.33.1
app_file: app.py
pinned: true
tags:
  - track3-agentic-demo
  - modal-sponsor
  - evolution
  - visualization
  - ai-agents
  - mcp
  - hackathon
license: mit

🌟 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

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

Built with ❤️ for the HF Agents-MCP Hackathon 2025