The n8n Automation Stack We Use for Production AI Workflows

How to combine n8n, custom code, webhooks, queues, databases, and monitoring for automation systems that do not silently break. Why n8n Is a Strong Automation Backbone n8n is flexible enough for real operations work. It can receive webhooks, call APIs, transform data, run scheduled jobs, and connect to custom code. For AI automation, it works well as an orchestration layer. The mistake is treating n8n as the entire system. Production workflows often need supporting infrastructure. The Practical Stack n8n for Orchestration Use n8n to connect triggers, route steps, call API