Charted notes on trend following system in trading automation: mechanics, waypoints, and the wrecks recorded in production.
Mechanics
The mechanics of trend following system form one pipeline: raw market data in, computed signal out, decision routed to the order engine.
Waypoints (Configuration)
Parameter choices in trend following system steer both signal character and operational load. Log every change and the reason behind it.
Wreck Record (Failure Modes)
trend following system sinks in recognizable ways: silent feed gaps, parameters no longer matching the market, latency spikes at the worst moment.
Navigation Checks (Evaluation)
Test trend following system with fixed, look-ahead-free evaluations, then stress the operations side before trusting it live.
Configuration Reference
# Trend Following System tested configuration mode: production timeframe: auto risk_limits: max_drawdown: 15 percent max_position: 3 percent monitoring: alert_threshold: 0.5 report_interval: hourly
Parameter Impact
| Parameter | Effect | Trade-off |
|---|---|---|
| timeframe | Signal frequency | Higher means fewer but more reliable signals |
| risk_limit | Maximum exposure | Lower means safer but slower returns |
| lookback | Indicator sensitivity | Longer means smoother but lagging |