Automating order placement safely

Automation amplifies both good and bad. Validate links and quantities against the service's limits before you submit, so a typo doesn't turn into a wasted order at scale.

Run a periodic reconciliation job that compares your own records against the order states reported by the API. This catches the order that succeeded on the panel but failed to record on your side.

Keep a human checkpoint for anomalies: sudden spikes in spend, repeated failures, or balance drops you didn't expect. Automation should free you from the boring parts, not remove your ability to notice when something is wrong.