andrii@volkovskey
: ~/notes
$
ls -1 *.md
█
LANG
EN
UA
~
/
notes
NOTES
Files I have written. Each one is a long-form note - no posts, no feed.
$ ls tags/
13
Filter by tag.
APPLE-SILICON
DECISIONS
ECOMMERCE
ERTB
GGUF
JAVASCRIPT
LLM
MACOS
MLX
POSTMORTEM
PYTHON
TELEGRAM
TOPSIS
$ ls -1 *.md
3 FILES
01.
~/notes/01-ertb-postmortem.md
How not to kill a Telegram bot in six years
MAY 2026 · ~16 MIN
One developer, one VPS, 278K users without ads, six years.
TELEGRAM
PYTHON
POSTMORTEM
ERTB
02.
~/notes/02-local-llms-16gb.md
Local LLMs on 16 GB
MAY 2026 · ~12 MIN
24 models on a MacBook Air M4 - what works, what lies, what fits.
LLM
MACOS
MLX
GGUF
APPLE-SILICON
03.
~/notes/03-compare-decides-nothing.md
Comparison shows everything and decides nothing
JUN 2026 · ~14 MIN
Why product comparison shows the differences but never picks for you - and how TOPSIS adds the missing row. With a live demo.
ECOMMERCE
TOPSIS
JAVASCRIPT
DECISIONS
← cd ~
MADE IN UKRAINE · NOT FOR RUSSIA · © 2026
VOLKOVSKEY · 2026-06-06 15:50:25