M-07
MediaForge
IN PRODUCTIONvideo clip
OBJECTIVE
Give every agent in the fleet a creative department: one API call in, finished creative out — images, video clips, upscales and effects, generated locally with no per-asset cost.
Headless media generation — one API call in, finished creative out.
SYSTEM MAP
SYSTEM PREVIEW
See how MediaForge would work — a grounded preview built from its real logic.
Fully interactive. Demo data, real interface.
TELEMETRY
video clip
STACK
- Python
- FastAPI
- SDXL/Flux
- ffmpeg
- MCP
PROMPT VAULT
The exact prompt running in production
PROMPT DROPS SOON
The exact production prompt behind this system is being cleaned up for release. Follow on Instagram to catch it the day it lands.
FAQ
Common questions
What is headless media generation?
A media service with no UI: agents and scripts call a REST or MCP endpoint and get finished images or video clips back. MediaForge is that service, running locally.
How fast is MediaForge?
Parallax video clips render in roughly 10 seconds each; images generate in a few seconds with SDXL-Turbo or 4-bit Flux.
What does it cost per asset?
Nothing per asset — MediaForge runs open models on local hardware, so the marginal cost of a creative is zero.
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