2025Multi-Agent Videopublic

Luma

A multi-agent video pipeline where 9 specialized GPT agents take a script through voice, avatar, and compositing steps to finished media in one automated run.

Luma
9-agent pipelinevoice + avatar flowmedia automationoperator tooling
owned

Agent pipeline design, backend orchestration, media-step sequencing, voice/avatar integration, and operator flow.

the hard part

Coordinating multiple non-deterministic generation steps while keeping the final media pipeline understandable and recoverable.

the result

Compressed a multi-step video production workflow into one automated run across script, voice, avatar, and render stages.

stack

FastAPI, Pydantic-AI, GPT-5, ElevenLabs, Next.js 14