Sainfeld
Sainfeld is a fully automated AI storytelling project that generates brand new Seinfeld style sitcom episodes; complete with scripts, illustrated scenes, and a published webpage - without any manual intervention.
Every run:
• writes an original episode using Gemini
• generates matching scene artwork with Imagen
• builds the HTML
• updates metadata
• deploys to Firebase
The site updates itself like a tiny production pipeline.
Why I built it
I’m a huge Seinfeld fan and have always thought the sitcom is pure comedy gold - “Gold, Jerry! Gold!”. I wanted to go beyond simple AI demos and build something that felt like a real product: not just generating text, but actually shipping content automatically. Sainfeld became a playground for combining AI + automation + deployment into a system that runs hands-off.
Tech Stack
Python • Vertex AI (Gemini + Imagen) • GitHub Actions • Firebase Hosting • Static site generation
What it does
- Generates structured episode scripts as valid JSON
- Creates consistent cartoon scenes for each scene
- Optimizes and saves images automatically
- Builds formatted HTML pages
- Maintains episode metadata
- Deploys to production via CI/CD
Everything runs through a single workflow.
Highlights
- Prompt engineering for structured AI output
- Automated image generation with rate limiting + compression
- Fully reproducible builds
- Zero manual publishing
- Designed with recovery/failure safeguards
