A creative production and commerce project.

HobFarm exists to make creative work and put it where people can find it, and to let the work pay for the next round of work. The tools cost money; the shop, products, and memberships help cover them. That is the business, said plainly and without a pitch.

Underneath, HobFarm runs less like a single button and more like a pipeline. I describe the outcome I want, and a series of specialized steps handles it: one pulls a reference apart, one compiles the pieces, one generates, one sorts and tags the result. My job is not to do every task. It is to set the goal, run the process, and make the final call.

None of it generates from nowhere. Every job is anchored to the Grimoire, HobFarm's own knowledge graph, so the work stays grounded in a real, checkable vocabulary instead of drifting into whatever the model felt like inventing. Ground truth lives in the database, not the model's mood.

Because AI is not magic, and it is not trustworthy on its own. It gets details wrong, drifts off the plan, and will look you straight in the eye and tell you your own notes are wrong when they are not. It will rewrite the thing you asked it to leave alone. It messes with your head.

So I check everything and set it right. The AI proposes; I decide what gets kept and what gets cut. That judgment is the whole job.

Made with AI in some parts, by hand in others, and watched closely either way.