Everything worth keeping on arbitrage bot architecture in bot-driven trading: core mechanics, parameter choices, failure record.
How It Works
arbitrage bot architecture operates as a pipeline: ingest, compute, decide, route. Each stage has its own ways to break.
Configuration
Configuring arbitrage bot architecture comes down to a handful of parameters. Vendor defaults suit demos; production deserves its own tuning pass.
Failure Modes
The failure record for arbitrage bot architecture includes regime changes, missed heartbeats, and positions that could not be closed gracefully.
Evaluation
Judge arbitrage bot architecture on measured outcomes — distribution of returns, drawdown depth, operational burden — not on a single lucky stretch.
Configuration Reference
# Arbitrage Bot Architecture 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 |