One Timeout, Two Orders: How to Make AI Actions Safe to Retry
A timeout cannot tell you whether an AI action failed or succeeded. Use stable keys, durable ledgers and reconciliation to prevent duplicate orders.
A timeout cannot tell you whether an AI action failed or succeeded. Use stable keys, durable ledgers and reconciliation to prevent duplicate orders.
Cloudflare Turnstile can reduce abusive lead submissions, but effective protection relies on server-side token checks, hostname rules, analytics, and secret rotation.
Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010).