§Posts

Blog & devlog.

Renting AI vs Owning It: My First Local LLM on an RTX 4070 Ti Super

For weeks my relationship with AI was “rented”: log in, send a prompt to a distant data center, wait for the answer to cross the ocean. Convenient, but missing one thing — autonomy. So I loaded a 26-billion-parameter model onto my own RTX 4070 Ti Super and watched it answer on my own electricity. Here is what I learned about VRAM, quantization, and the quiet freedom of the edge.

90 XP

The Space That Wasn’t There: Upgrading Fedora in the Dark

A full Fedora 43 → 44 release upgrade on the only laptop I own — load-bearing “orphans,” a missing space that broke chrony, a clock pinned to a router that wasn’t there, and an upgrade committed in the dark. It landed clean.

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The Volume Keys That Worked All Along: A Sway Debugging Whodunit

My volume keys stopped working on Sway — both the chassis rocker and the Fn keys. The keys were innocent; two audio servers were fighting over the speakers. A debugging whodunit, plus an on-screen volume bar.

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From a Black Screen to a Home: Making Sway Work on My Dell XPS 13

I switched from i3 to Sway on my Dell XPS 13, logged in, and was greeted by a black screen and a lonely mouse cursor. Here is how that void turned into a desktop I actually love using.

180 XP

The Azure Host: An Ottoman Ultramarines Army (Part 2)

A satisfied Saturday: I built and primed an Ottoman-themed Ultramarines army. No paint yet — here is the plan for what comes next.

250 XP

Golden Age of Cinema No One Asked For — Ep. 1: Sensiz Yaşayamam

A podcast about Turkish Yeşilçam cinema no one asked for. Ep. 1: Sensiz Yaşayamam (1977) — Metin Erksan's final film, a terminally ill woman, a hired killer, and late Yeşilçam's strangest love story.

Warhammer 40,000 — Finally.

After decades of walking past game store windows, I finally bought a Warhammer 40k starter set. Going to paint it, play one serious game against a real nerd, and probably lose. Updates incoming.

Heidelberg Xylophon Street Musician

A short clip from Heidelberg. It is very loud!