Agentic Ads Factory
Raw footage and a script in. A finished vertical ad out.
- Years
- 2026
- Type
- Professional
- Discipline
- AI, Backend
- Stack
- Claude Code, Remotion, HyperFrames, whisper.cpp, Typescript, Node.js
The ads factory turns raw creative inputs into finished short-form ads with almost no human editing. Claude Code is the orchestrator, and every agent hands off through files on disk. Subagents don't share context, so each output is an artifact, not a message.
It has made real ads for live brands, including Thnkrr's summer campaign.
What I did
- 01Multi-agent pipeline whose hand-offs are files on disk, so runs can be resumed and audited
- 02Local transcription with whisper.cpp and analysis of hooks and emphasis
- 03Data-driven Remotion edits with 9:16 renders
- 04A HyperFrames b-roll generator with lint and validate gates, plus a human approval step before rendering
(Inside)
01
Drive to reel
A Drive agent pulls new footage folders. A transcription agent runs whisper.cpp locally and finds hooks and emphasis. A video-editor agent builds the edit plan and renders the reel with Remotion.
02
Script to b-roll
A beat-selector skill splits a narration script into up to seven beats. Each beat becomes a HyperFrames composition, and each one is linted, previewed, approved by a person, then rendered to transparent WebM with a manifest for the editor.