local models | hardware |
bad ideas | worse projects

Full-time developer experimenting with local AI, coding agents, hardware, and token efficiency. Using this space to document the models I run, the tools I build, and the configurations I try along the way.

Blog Posts

First Steps: The tokenBuffalo Rig (ft. AliExpress)

My work is full-time coding. My colleagues are increasingly AI agents, so I did the reasonable thing and built them a server.

This is the first version of the tokenBuffalo rig: a used Xeon, 96 GB of ECC memory, two RTX 3060s, and a suspiciously cheap X99 motherboard. This post covers the build, the hardware choices, the setup, and what it can actually run.

First Steps: The tokenBuffalo Rig (ft. AliExpress)

My work is full-time coding. My colleagues are increasingly AI agents, so I did the reasonable thing and built them a server.

This is the first version of the tokenBuffalo rig: a used Xeon, 96 GB of ECC memory, two RTX 3060s, and a suspiciously cheap X99 motherboard. This post covers the build, the hardware choices, the setup, and what it can actually run.

Is this your new site? Log in to activate admin features and dismiss this message
Log In