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Simulate thousands of Magic: The Gathering Commander games to predict tournament brackets. Powered by Forge, Docker, and Gemini AI.

Run the full stack locally with just two commands. See Deployment Guide for detailed setup.

# 1. Install dependencies
npm run install:all

# 2. Start the app (Frontend, API, Worker, Analysis)
npm run dev

Visit http://localhost:5173 to start simulating.

• 🤖 AI-Powered Analysis: Uses Gemini to analyze game logs and determine power levels.
• ⚡ Parallel Simulation: Runs multiple Forge instances concurrently via Docker.
• 📊 Bracket Prediction: Automatically simulates brackets to predict tournament outcomes.
• ☁️ Hybrid Architecture: Runs fully locally or on Google Cloud Platform.

• Architecture Overview: Deep dive into the system design, Docker worker, and data flow.
• Deployment Guide: Detailed setup instructions, prerequisites, and cloud deployment.
• Mode Setup: Configure for Local vs GCP operation.
• Secrets Setup: How to configure API keys and credentials.

We welcome contributions! Please see our Contributing Guide to get started.