Bryan Ramos

Bryan Ramos

Linux Systems & Automation Engineer

Experimenting With TurboQuant and MoE Caching

Some notes from maintaining a TurboQuant llama.cpp fork and testing whether hot MoE experts on the GPU could make a huge local model practical.

Building a Local AI Rig

The machine I built for local AI work, why I built it, and why good enough hardware changes how I use these tools.

Why I'm Moving More AI Work Off the Cloud

Cloud AI is useful, but I want more of my day-to-day AI workflow on infrastructure I control.

Why Nostr Never Took Off

I was an early Nostr adopter. Two and a half years later, I find myself removing the link from my website after inactivity.

Real-Time Linux

Most Linux systems are good enough. Some systems have strict timing deadlines.

Twitter Becomes X: The Case for Open Protocols

Yesterday Twitter became X. It doesn't really matter, and that's the whole problem.

Why I'm Paying Attention to Nostr

Nostr is rough around the edges and the user base is tiny. I'm watching it anyway.

Setting Up PGP: Why Encrypted Communication Still Matters

A practical look at PGP, why I finally got around to setting up my own key, and why you probably should too.