AiNutz Medallion
Lab & Builders · Winnipeg · Established 2014

Where the early ones
figure it out.

A real workshop in Winnipeg. We buy our own gear, run our own chips on the desk, and figure out where AI and digital assets actually fit together. No corporate hype. Just builders who like showing up early.

10+
Years in Digital Assets
3
Market Cycles Survived
4
Autonomous Fronts
100%
Self-Owned Hardware
Kevin Carthy · SirCarthy
Founder & Architect

Kevin Carthy

@SirCarthy · Winnipeg, Canada

"Being nutz about technology means showing up before it is easy and sticking around through the brutal winters. I started running Bitcoin meetups here in 2014. Ten years later, the lesson has never changed: buy your own gear, test things with your own hands, and never wait for permission."

I built AiNutz because renting other people's computers and paying monthly subscriptions forever is a trap. We set up our own hardware, wire our own local network, and build software agents that work right here in the room. Real experiments, genuine community, and zero corporate spin.

Renting compute by the minute gets expensive fast. Real leverage comes from owning the iron in the room, running your own models, and building while everyone else is still sitting around debating it.

01

Own Your Iron

No monthly subscription creep, no surprise bills, and no rate-limit walls. When you run your own silicon, your tools keep humming even if the internet goes sideways.

02

Agents That Actually Work

Way past typing prompts into a browser box. We build coordinated teams of local software agents that talk to each other, handle daily tasks, and ship real work around the clock.

03

Ten Years In The Trenches

Running Bitcoin meetups since 2014, deploying physical ATMs, and surviving three brutal bear markets. We know what actually lasts and what is just noise.

Projects on the bench right now.

We test things in real life before writing about them. Here is what we have running on our hardware today.

01 · AGENTS

Coordinated Agent Mesh

Specialized agents on separate machines handling research, code writing, and daily triage over an encrypted local mesh.

02 · HARDWARE

Local High-Speed Inference

Running big models locally at 50+ tokens a second with massive context memory, burning zero cloud tokens and costing zero dollars per prompt.

03 · ASSETS

Self-Sovereign Tools

Automated payment rails, offline data vaults, and private node management designed to stay in your own hands.

Proof of Work.

Real numbers and running systems. Not pitch deck promises.

Explore Lab Setup →
Fleet

Multi-Machine Autonomous Network

Specialized agents coordinating tasks across local machines 24 hours a day with zero outside servers.

Live
Speed Test

51 Tokens/Sec on Local Hardware

Running high-parameter models on our own desk at full speed with a 262,000 token context window. No cloud bills.

Benchmarked
Backup

Automatic Snapshot & Rollback Guard

Automated guard that checks file health every 5 minutes and backs up across multiple drives so work is never lost.

Tested
Website

AiNutz Clean Platform v4

Lightweight single-file architecture with zero trackers, full mobile responsiveness, and clean typography.

Shipped

Come be early with us.

Join the Telegram, check out our weekly dispatches, or stop by a local meetup. No paid courses, no token pitches, no fluff. Just good people building cool things before everyone else catches on.