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AI/MLFull StackBackend2026

FrameLab

Human-in-the-loop AI Film Pipeline

FrameLab interface

6

pipeline stages

6

shorts shipped

0

destructive overwrites

Overview

A private pipeline for making short films with AI — idea to screenplay to shots to images to video, with a person choosing at every step.

FrameLab turns an idea into a short film through a chain of stages — IDEA → SCREENPLAY → SCENES/SHOTS → IMAGES → VIDEOS → edit — where the machine proposes several options at each step and a human picks the one that moves forward. Nothing is ever destructively overwritten; every branch is kept. A separate worker process polls a job queue and talks to the image and video providers, so a multi-minute video generation is never tied to a request or a dev-server reload. The six shorts inside Sudhverse were made with it.

Stack

  • Next.js
  • TypeScript
  • Job Queue
  • Image & Video Models
  • PostgreSQL
Year
2026
Focus
AI/ML, Full Stack, Backend
Role
Design & build

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