Self-Hosted AI - Netstatz Ltd.

Hero: a warm human knowledge surface and a cool structured machine memory, split by a luminous seam

Self-Hosted AI The Long Game

July 4, 2026

We Benchmarked Our Own Format Against CSV. CSV Won.

We moved our agents' memory off Markdown and onto TOON in December 2025. Measured benchmarks,…

Ian MacDonald

Love0

Silver mini-PC AI appliance with a honeycomb vent glowing warm yellow, light ribbons arcing out to glowing nodes.

The Long Game Self-Hosted AI

June 29, 2026

The Lemonade Appliance: A Private AI Server That Outgrew Its Hardware

A year ago, local AI meant babysitting a Python script. Now it's an appliance: a…

Ian MacDonald

Love0

AMD Instinct 8x MI300X

Self-Hosted AI

October 22, 2025

From Zero to Tokens: ROCm 7.0.2 Quickstart on Cloudrift’s 8-GPU Node

We spin up an Azure ND MI300X v5 node via CloudRift.ai, keep everything apt‑managed, and…

Ian MacDonald

Love0

AMD Ryzen™ AI Max+ 395 processor with 16 cores

Self-Hosted AI

September 3, 2025

Strix Halo on Ubuntu looks great

This story has a sequel: The Lemonade Appliance: A Private AI Server That Outgrew Its…

Ian MacDonald

Love0

Cover illustration for: Debian: The Secret Weapon to a Faster and More Efficient Agent Development

Self-Hosted AI

June 17, 2023

Debian: The Secret Weapon to a Faster and More Efficient Agent Development

As we venture deeper into the frontier of artificial intelligence (AI), the need for powerful,…

Ian MacDonald

Love0