Overview

TradeMemo is a technical reference covering automated trading systems, strategy development, and infrastructure setup. Content is organized by topic and reflects documentation from live bot deployments.

Core Areas

• Bot Frameworks: FreqTrade, Jesse AI, Hummingbot, deprecated Gekko/Zenbot
• Strategy Development: Technical indicators, signal generation, multi-timeframe analysis
• Backtesting: Historical simulation, walk-forward testing, overfitting prevention
• Exchange Integration: API authentication, WebSocket feeds, order execution
• Risk Management: Position sizing, drawdown limits, portfolio correlation
• Infrastructure: VPS hosting, Docker containers, monitoring, logging

Intended Audience

These notes assume familiarity with Python, basic trading concepts, and Linux system administration. Each guide includes configuration examples and terminal commands tested on Ubuntu 22.04.