How about having DSL based REST/RPC/MCP server that that runs with SQLite DB?
You can build local RAG with it and other private stuff.
github.com/rustrum/xepak
😎 📷 Split keyboards are cool. But it not so easy to adjust keyboard to your requirements.
I'm trying to make such split layout that it would not break my muscle memory so I could switch between keyboards.
Sofle Keyboard (58 keys) is a good choice here.
Ternary Bonsai models runs easy on Arch based distros like @OmarchyLinux and @ManjaroLinux.
Use my AUR package with LLAMA.cpp from PrismML.
aur.archlinux.org/packages/l…
🤖Bonsai 2 27B from Prism ML is very impressive.
Was able to get only 1.1 t/s 👎 from Qwen3.8 27b with 10k. Ternary Bonsai can do 11t/s with 42k.
Yes there are some caveats:
- PTQ1 quants
- require custom llama.cpp from PrismML
- must use q4-0 K/V for cache.
🤯 I couldn't imagine such stuff 2 years ago. But now is possible using GPU/CPU split and proper MoE AI model.
The numbers taken from my tests of Gemma4 26B A4B on a notebook with 32Gb RAM + RTX 4060.
Such performance allows you to code 100% offline without eGPU or Mac.
🐳 DeepSeek just open-sourced their first official harness for AI agents!
"Everything is a plugin": models and tools are freely interchangeable.
github.com/deepseek-ai/deeps…
🤔 Claude models will have invisible watermarks embedded in ALL text, and metadata attached to files.
Thanks to new EU AI Act 😖
support.claude.com/en/articl…
Could make a survey where more than 50% are trans. It depend on who are you asking to fill the survey.
In other words: trans 🦀 developers likes to fill surveys more than other trans developers 🤪
Now I have to provide exact version/commit for plugins to avoid possible neovim supply chain attack.
VSCode auto updates are also turned off :(
Whatever. All technology stack listed on this stairs would not make you a good developer.
Maybe it is even a good thing to skip JS/PHP nonsense stack :)
Warning 🚨 Arch Aur supply chain attack is huge.
More than 1500 packages affected.
Use this script to check if you have any affected packages installed.
gist.github.com/rumatoest/2b…
🤖I completely agree that AI generates garbage code for C++ and will continue to do so. Even humans are not capable to withstand all the 💩 related to C++ specs 😆
Creator of C++, Bjarne Stroustrup:
AI-generated code isn't ready — it generates more bugs, more bloat, more security holes, and is nearly impossible to validate
"senior developers are already retiring rather than deal with it"
The problem is that even a small prompt change can shift the entire codebase in unpredictable ways
Building pointer device on Raspberry looks like over engineering to me.
Ploopy takes a leaf out of IBM's book, launches the 3D-printable Bean Pointing Stick. hackster.io/news/ploopy-take…






















