CurXor

JOURNAL · BRIEF

The Appliance, Not the Weekend Project

Homelab and Mac Studio + Ollama prove you can run models locally. The missing product is the appliance desk that owns the jobs — not another install script.

Ankur MisraJournal brief · compare + founder thesis

Local inference is not a desk

A powerful Mac running Ollama 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 of digital employees. Not a tutorial. Not a repo with a prayer.

What DIY quietly taxes you for

  • Assembly — wire models, tools, memory, bridges, approvals yourself
  • Security — harden egress, secrets, and identity without a product boundary
  • Jobs — invent Capital / Creator / Outreach 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

  • 64GB UMA · 126 TOPS NPU class metal — local operate plane
  • Flagship desks demo-ready: Capital, Creator, Outreach
  • The Forge to mint more crewmates in natural language
  • Crew Cafe — home for the work on your box, not another tab
  • eno2 egress kill switch — unplug outbound when you want silence
  • $3,999 once · $0/mo CurXor API for the operate plane

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

Mac Studio + Ollama is excellent DIY inference. ClawBox-class Jetson boxes are lightweight assistants. Cloud "personal computers" rent orchestration by the month. CurXor sits in a different category: an independent computer for digital employees — 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.