By Greg Nowak , 25 July, 2026 One Timeout, Two Orders: How to Make AI Actions Safe to Retry A timeout does not prove an AI action failed. Learn how stable keys, durable ledgers, queues and stored results prevent duplicate orders and messages. Tags ai-agents api-integrations idempotency webhooks workflow-reliability
By Greg Nowak , 14 June, 2026 Cloudflare Turnstile for Lead Forms: What the Widget Doesn’t Do Cloudflare Turnstile can curb abusive lead submissions, but reliable protection depends on server-side validation, token handling, hostname rules, analytics, and secret rotation. Tags Cloudflare turnstile form-security lead-quality api-integrations