AI & agentsStatus: Prototype
Visual AI pipeline for content scripts
Challenge
Producing short-form video content for several platforms regularly took a lot of time for ideas, scripts and platform-specific variants. The goal was an automatable, white-label solution.
Technology
- Next.js
- TypeScript
- React Flow
- Prisma
- LLM
- Stripe
- Docker
Requirements
- Visually configurable flows without code
- Scripts with hook, beats, on-screen text, caption and hashtags
- Platform-specific variants
- Subscription model with payments
- Demo mode without external keys
Approach
- 01Drag-and-drop pipeline builder with node types (trigger, script, remix, filter, delay, publish)
- 02DAG execution with topological sorting, run log and persistence
- 03Script generation by a language model with a deterministic fallback
- 04OAuth connection of channels, subscriptions via webhooks