Implementation
Implementation of trend following system follows a modular architecture. Configuration files define parameters, strategy modules handle logic, and exchange adapters manage execution.
Production Notes
In production, trend following system requires monitoring for API rate limits, database connection pooling, log rotation, alert thresholds, and automated restart procedures. Document runbooks for incident response.
Risk Considerations
Risk management for trend following system addresses position limits, stop loss placement, correlation exposure, and worst-case drawdown scenarios. Regular monitoring prevents drift from intended behavior.
Overview
This guide covers trend following system implementation in automated trading systems. The approach combines established patterns with operational considerations drawn from production deployments.
Testing Approach
Testing trend following system includes unit tests for signal logic, integration tests for exchange interaction, and backtests against historical data with realistic slippage modeling.