order-management

Automate Alpaca order execution by implementing an OrderManager that translates TradeSignal objects into live or paper orders, enforcing idempotency and applying retry backoff on API errors to ensure safe, repeatable daily runs.

Manage a daily trading pipeline by using a TradingPipeline orchestrator with a run_daily entry point, coordinating validated TradeSignal objects into executable entry and exit actions while tracking positions throughout the trading day.

Bracket orders with stop-loss and take-profit work by submitting entry orders alongside attached exit orders, coordinating risk checks and exit logic to manage positions automatically once the Alpaca entry order is filled.

Yes, the order execution approach applies safety checks prior to submission, integrating risk checks and exit logic to validate TradeSignal objects before they become live or paper orders on the Alpaca platform.

Duplicate orders during daily runs occur when idempotency is not enforced; implementing idempotent entry and exit ordering ensures that repeated pipeline executions do not resubmit or duplicate existing Alpaca trades.

Yes, you can run paper trading orders through the same pipeline, as the execution layer translates validated TradeSignal objects into either live or paper orders on Alpaca using the same orchestration logic.