Field notes on layer2 arbitrage in automated trading: mechanics, configuration, and the pitfalls that surface in production.
How It Works
At the core of layer2 arbitrage sits a chain of transformations that turns raw market data into decisions an engine can act on.
Configuration
Configuring layer2 arbitrage comes down to a handful of parameters. Vendor defaults suit demos; production deserves its own tuning pass.
Failure Modes
The failure record for layer2 arbitrage includes regime changes, missed heartbeats, and positions that could not be closed gracefully.
Evaluation
Judge layer2 arbitrage on measured outcomes — distribution of returns, drawdown depth, operational burden — not on a single lucky stretch.
Configuration Reference
# Layer2 Arbitrage 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 |