Skip to main content

Architecture Overview

System Design​

Shogun's architecture is built on three core principles: modularity, scalability, and reliability. The system is designed to handle high-frequency trading operations while maintaining strict risk management protocols.

Core Components​

Data Processing Layer​

  • Market Data Ingestion: Real-time price feeds, volume data, and liquidity metrics
  • Event Processing: On-chain event monitoring and analysis
  • Data Normalization: Standardized data formats across different sources

AI Engine​

  • Signal Generation: ML models for market prediction and opportunity identification
  • Strategy Optimization: Dynamic parameter adjustment based on market conditions
  • Performance Analytics: Continuous model performance monitoring and improvement

Execution Layer​

  • Trade Execution: Automated order placement and management
  • Risk Management: Real-time position monitoring and risk assessment
  • Cross-chain Operations: Coordinated execution across multiple blockchain networks

Integration Points​

DeFi Protocol Integration​

  • Uniswap V4: Advanced hook-based liquidity management
  • Lending Protocols: Automated yield farming and borrowing strategies
  • Derivatives: Options and futures trading automation

Risk Management Systems​

  • Reactive Hooks: Emergency exit mechanisms for sudden market changes
  • Position Limits: Automated enforcement of risk parameters
  • Correlation Monitoring: Cross-asset risk assessment

Data Sources​

  • On-chain Oracles: Chainlink, Pyth, and custom oracle networks
  • Market Data: CEX feeds, DEX analytics, and social sentiment
  • Economic Indicators: Macro data integration for strategy adjustment