I envy people that stick for a system like this for so long. Because when you master it, it is when you can build a system around it. For this piece, i suggest the author to build his own frontend app, that mimics this system but with a better, clean UI interface. Hell, he can just vibe code it in under a hour these days and at the end leverage the ergonomics of a clean interface, and of course implement integrations that the app will enables, to build systems around it, to become even more productive.
Readit Newsmt_ commented on My productivity app is a never-ending .txt file (2020) jeffhuang.com/productivit... · Posted by u/simonebrunozzi
Losing the mental map is the number one issue for me. I wonder if there could be a way to keep track of it, even at a high level. Keeping the ability to dig in is crucial.
Spend time reviewing outputs like a tech lead does when managing multiple developers. That's the upgrade you hust got in your career, you are now bound to how many "team members" you can manage at a single time. I'm grateful to live in such a time.
mt_ commented on I tried every todo app and ended up with a .txt file al3rez.com/todo-txt-journ... · Posted by u/al3rez
I would take this more seriously if the title were:
> I tried every todo app and ended up with a .md file
You can spin up a version of this at home using
simonw's LLM cli with the llm-consortium plugin.
Bonus 1: Use any combination of models. Mix n match models from any lab.
Bonus 2: Serve your custom consortium on a local API from a single command using the llm-model-gateway plugin and use it in your apps and coding assistants.
https://x.com/karpathy/status/1870692546969735361
> uv tool install llm
llm install llm-consortium
llm consortium save gthink-n5 -m gemini-pro -n 5 --arbiter gemini-flash --confidence-threshold 99 --max-iterations 4
llm serve --host 0.0.0.0
curl http://0.0.0.0:8000/v1/chat/completions \
-X POST \
-H "Content-Type: application/json" \
-d '{
"model": "gthink-n5",
"messages": [{"role": "user", "content": "find a polynomial algorithm for graph-isomorphism"}]
}'
llm consortium save gem-squared -m gthink-n5 -n 2 --arbiter gem-flash
llm consortium save gem-cubed -m gthink-n5 -n 2 --arbiter gthink-n5 --max-iteration 2
llm consortium save open-council -m qwen3:2 -m kimi-k2:2 -m glm-4.5:2 -m mistral:2 --arbiter minimax-m1 --min-iterations 2 --confidence-threshold 95
Is the European Union a consortium of consortiums?
Why do open source projects do not version control their CLAUDE.md?
mt_ commented on OpenAI charges by the minute, so speed up your audio george.mand.is/2025/06/op... · Posted by u/georgemandis
mt_ commented on OpenAI charges by the minute, so speed up your audio george.mand.is/2025/06/op... · Posted by u/georgemandis
You can just dump the youtube link video in Google AI studio and ask it to transcribe the video with speaker labels and even ask it it to add useful visual clues, because the model is multimodal for video too.
The AWS Quicksight BI tool uses it underneath.
mt_ commented on Open Euro LLM: Open LLMs for Transparent AI in Europe openeurollm.eu/launch-pre... · Posted by u/joecobb
maybe 5 million for the html frontend