# Jeff Geerling: "Maybe don't rip off other people's video content"

> Source: <https://xcancel.com/i/status/2066253845722812916>
> Published: 2026-06-14 22:16:03+00:00

I don't know who you are, but I'm certainly not Ethan, and I've never paid a dime for any LLM. Nor do I work for AMD.
Maybe don't rip off other people's video content and make up stories about it ;)

A 28 YEAR OLD AMD ENGINEER WIRED 4 FRAMEWORK DESKTOPS INTO A CLOSET RACK AND KILLED A $5,280/YEAR AI STACK FOR $36 A MONTH
ethan is 28, lives in austin, works as a backend engineer and was paying $440 a month across claude code max, chatgpt pro, gemini advanced and cursor for his side projects
he saw the math, ordered 4 framework desktop nodes with AMD ryzen AI max+ 395 chips, wired them into an 8U black T1 mini rack in his closet with a 5 gigabit ethernet switch
each node carries 128GB of unified memory and 110GB of usable VRAM on linux, the cluster runs qwen 3.6 235B fully and smoothly with no quantization, no rate limits, no per token fees
total hardware cost $6,800 once, ongoing cost $36 a month in electricity, break even at 15 months on his old subscription stack and pure savings after that for the next 5 years
his home assistant dashboard tracks the power draw in real time, the rack runs cooler than his gaming PC and pulls less wattage than the dishwasher he runs every night
the window is open, follow and bookmark before it closes

Community note

The described AI cluster was built by independent developer Jeff Geerling, not a 28-year-old AMD engineer named Ethan.

[jeffgeerling.com/blog/2025/i-cl…](https://xcancel.com/t.co/DWiaAk0LcG)Jun 14, 2026 · 8:18 PM UTC

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