Skip to main content
BUILDING-AI-APPS5 MIN READ

Move From Demo to Production Architecture

Translate an AI demo into production architecture decisions using C4 levels.

Prototype cliff The demo answers a PDF question beautifully, but every production concern is hidden inside one notebook cell. A buyer cannot run a notebook. They need a system with boundaries, owners, and observable failure modes. C4 for AI apps Context -> Container -> Component -> Deployment Use each level to reveal a different class of production decision. Shortcut Keep adding code to the demo script Deployment choices become explicit instead of accidental. Each diagram level should answer a real production question. 01 Context 02 Containers 03 Components 04 Now you try

Read the full lesson

Sign up free — one personalized lesson every day, matched to your role and goals.

Already have an account? Sign in

← Back to library
Contact us