Staging environment
Aurimas Griciūnas
Free Lesson

From AI Demo to Deployed App

Part of The Agent-Powered Super IC

60 min
Jun 19, 2026 11:00 AM

What you'll learn

Port a Streamlit prototype or a vibecoded frontend app to v0

See how to take a working AI prototype to a clean, deployable frontend without a full-stack rewrite.

Ship the app to production on Vercel

Wire backend AI logic to a v0 frontend, push it live, and serve real users without custom infrastructure.

Ship a new UI feature on top of an existing backend

Use v0 to add a frontend interaction for a backend endpoint your frontend prototype never exposed.

Why this topic matters

AI engineers can build the backend, but most stall when it's time to put a usable frontend in front of real users. Streamlit prototypes and vibecoded UIs get you to a demo, not a shippable product. This lesson shows how to port a working AI prototype into a production-grade frontend with v0, deploy on Vercel, and ship a new UI feature on top of your existing backend.

You'll learn from

Aurimas Griciūnas

Aurimas Griciūnas

Founder @ SwirlAI • Ex CPO @ neptune.ai (Acquired by OpenAI)

See all products from SwirlAI
Get free access