The system behind the workThis is the
This is the
engine room.
Every video, track and image here runs through a system I built myself — agents that draft, I decide. No black box, no vendor lock.
What it does
The system does the coordinating, I do the deciding.
01Hybrid agent orchestrationI run a frontier cloud model and a local model fleet as one. Work goes to whatever agent fits the task, and no two agents work on the same file at once.cloud + local · file-level concurrency
02One source of truthProjects, clients, finance, communications and content generation — one brain. Nothing lives in scattered tools or only in my head.tasks · finance · comms · assets
03Graph engineering — locked pipelinesOnce I've tuned a generation pipeline, I freeze it as a versioned graph — same steps, same parameters, same models on every run. What changes between runs is the image, not the process.graph engineering · deterministic runtime · versioned
04Every cost, every call, accountedEvery AI call is logged and tied back to the work that triggered it. I know what the studio costs — I don't guess.per-call attribution · live ledger
Built so the decisions stay with me.
1
human in the loop — me. Taste and direction stay here
2
model tiers — one cloud model, one local fleet, dispatched as one
4
surfaces in one store — projects, finance, content, comms
Not a toolbox. A system of my own that runs every day.
It's not a slide. It's running infrastructure — it makes everything on this site.