Charted notes on execution quality in trading automation: mechanics, waypoints, and the wrecks recorded in production.
Mechanics
execution quality works as a staged transformation — ingest, measure, decide, route. Each stage carries its own failure surface.
Waypoints (Configuration)
The execution quality setup exposes a few documented knobs. Begin at defaults, then adjust against measured behaviour, keeping a written record.
Wreck Record (Failure Modes)
execution quality sinks in recognizable ways: silent feed gaps, parameters no longer matching the market, latency spikes at the worst moment.
Navigation Checks (Evaluation)
An honest assessment of execution quality weighs quantitative metrics beside code quality and the attention it demands in production.
Configuration Reference
# Execution Quality 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 |