Archived essay. Product language has since changed.
JOURNAL · BRIEF
The Appliance, Not the Weekend Project
Homelab and a studio desktop plus a DIY local setup prove you can run models locally. The missing product is the appliance desk that owns the jobs, not another install script.
Local inference is not a desk
A powerful desktop running a DIY local setup is a real thing. Homelab culture already proved the rent-versus-own math for people willing to duct-tape. None of that is the product I am shipping.
Local inference answers: can tokens run on metal I own? A desk answers: who holds the jobs, capital rules, content pipelines, outreach sequences, when the model of the week changes?
CurXor is the second answer. Appliance + CurXor OS + a desk crew. Not a tutorial. Not a repo with a prayer.
The AI runs on your box, installed on your metal, not in a cloud tab. Local-first. Cloud connections stay off until you approve them.
What DIY quietly taxes you for
- Assembly, wire models, tools, memory, bridges, approvals yourself
- Security, harden outbound traffic, secrets, and identity without a product boundary
- Jobs, invent Capital / Creator / Signature workflows from a blank chat tab
- Durability, when the model swaps, rebuild the scaffolding
That tax is fine if you are the midnight engineer. It is fatal for the person who already uses AI every day and still stalls at grammar, or who has assets on Drive and still cannot publish.
What the appliance includes
- Local inference on the box, operator-class compute
- Flagship desks demo-ready: Capital, Creator, Signature
- The Forge to add crewmates in natural language
- Crew Cafe, home for the work on your box, not another tab
- The outbound cable is the kill switch, unplug it and outbound stops
- One purchase for the box. Local inference is the default
Preview modules stay labeled Preview. We do not sell mock depth as shipped. Published mesh benchmarks pending, we will not invent latency theater.
Honest foil, not dunk
A studio desktop plus a DIY local setup is excellent DIY inference. Light assistant boxes stay small. Rented orchestration bills by the month. CurXor sits in a different category: an independent computer for a desk crew. Turnkey desks, operator approve loops, metal you own.
If you want to build the stack yourself, you should. If you want the desk without becoming a part-time SRE for your own agents, that is who CurXor is for.
Compare tables live on the site. Read them. Then decide whether you want another weekend, or a box that shows up for work.