Scaling Self-Hosted n8n to 100k Daily Executions with Kubernetes and Redis Queues

Running n8n in a single default Docker container will crash your memory when webhooks spike. Here is the enterprise production architecture: n8n in queue mode with Redis, PostgreSQL pooling, and autoscaling Kubernetes workers.

Written and maintained by Hassan Nazir, Forward Deployed Engineer and Applied AI practitioner.