21-page teaching guide
A concise operating model for controlled automation practice in test environments.
Teaching pack
A 21-page teaching guide plus five n8n workflow templates, two Helm charts, and architecture diagrams for bounded AI operations with MCP, GitOps, and Kubernetes.
Secure digital delivery through Gumroad. Review the complete package before purchase.

A concise operating model for controlled automation practice in test environments.
Five n8n workflow templates, two Helm charts, and architecture diagrams.
Practice scoped runtime operations and automation patterns through n8n.
Deploy the teaching environment with repeatable Kubernetes packaging.
The modular structure supports a focused workshop or a deeper multi-session course.
Familiarity with the command line, containers, and basic Kubernetes concepts is helpful.
The self-contained digital teaching pack is delivered securely through Gumroad after purchase.
A 21-page teaching guide plus five n8n workflow templates, two Helm charts, and architecture diagrams for bounded AI operations with MCP, GitOps, and Kubernetes.