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.
api-integrations
Cloudflare Turnstile on Lead Forms: Getting the Backend Right
Effective lead-form protection with Cloudflare Turnstile depends on server-side token checks, timing, hostname rules, analytics, and secret rotation.
Written recommendations from Trafik og Veje, Aarhus Municipality (2011) and AgroTech (2010).
