Mortch The AI GuyLocal AI / Homelab field notes
The guide shelf

From hardware
to useful answers.

Start with the architecture. Then get into the memory math, the software, and the choices that make a homelab useful.

The first guide is live. Read the architecture and reference setup below. More guides are on the way.
02
Memory / Planned follow-up

VRAM, quantization, and the context-window budget

What the weight file tells you, what the KV cache adds, and why “it loads” is different from “it fits comfortably.”

COMING SOON
03
Software / Planned guide

One front door for your local model servers

Connecting the serving stack, choosing an endpoint, and keeping remote access private.

COMING SOON
04
Hardware / Planned guide

Choose the workload before the next GPU

VRAM capacity, backend compatibility, power, and the tradeoffs worth checking before you buy.

COMING SOON

Follow the build.

New guides, useful experiments, and the occasional hard lesson.