A written reference on freqtrade strategy callbacks — how it works, how to configure it, and where it breaks under load.
How It Works
freqtrade strategy callbacks operates as a pipeline: ingest, compute, decide, route. Each stage has its own ways to break.
Configuration
Parameter choices in freqtrade strategy callbacks shape both signal quality and operational load. Record every change and the reason for it.
Failure Modes
The failure record for freqtrade strategy callbacks includes regime changes, missed heartbeats, and positions that could not be closed gracefully.
Evaluation
Judge freqtrade strategy callbacks on measured outcomes — distribution of returns, drawdown depth, operational burden — not on a single lucky stretch.
Configuration Reference
# Freqtrade Strategy Callbacks 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 |