Basic Strategy Implementation

Learn to identify and execute arbitrage opportunities across DEX platforms. Understand price discrepancies, execution planning, and profit calculation.

• Price discrepancy detection and monitoring
• DEX pricing mechanisms and liquidity analysis
• Arbitrage opportunity calculation and validation
• Risk management and gas cost optimization

Build systems to monitor and detect liquidation opportunities across lending protocols like Aave and Compound.

• Health factor monitoring and calculation
• Protocol-specific liquidation mechanics
• Real-time position tracking systems
• Profitability analysis and execution strategies

Master gas optimization strategies to reduce transaction costs and improve strategy profitability.

• EIP-1559 gas mechanics and optimization
• Dynamic gas pricing strategies
• Transaction bundling and batch execution
• Layer 2 solutions and cross-chain arbitrage

Understand and calculate price impact in AMMs. Learn strategies to minimize slippage for large orders.

• AMM bonding curve mechanics
• Price impact calculation and modeling
• Slippage prediction and mitigation
• Smart order routing and execution strategies

Learn the mechanics of sandwich attacks and how to detect, analyze, and execute profitable opportunities.

• Sandwich attack mechanics and profitability
• Mempool monitoring and opportunity detection
• Execution strategies and risk management
• Competition handling and ethical considerations

Set up comprehensive testing frameworks, backtesting systems, and production deployment strategies.

• Testing framework architecture and implementation
• Backtesting with historical data analysis
• Paper trading and simulation environments
• Performance metrics and production deployment