Deani

Building Voice Agents for every day businesses. takes care of the technical work and the phone, so companies can focus on their business.

[Smart Tech Flow @TechFlow99]

🚨 BREAKING: Someone just built the exact tool Andrej Karpathy said someone should build.

48 hours after Karpathy posted his LLM Knowledge Bases workflow, this showed up on GitHub.

It's called Graphify. One command. Any folder. Full knowledge graph.

Point it at any folder. Run /graphify inside Claude Code. Walk away.

Here is what comes out the other side:

-> A navigable knowledge graph of everything in that folder
-> An Obsidian vault with backlinked articles
-> A wiki that starts at index. md and maps every concept cluster
-> Plain English Q&A over your entire codebase or research folder

You can ask it things like:

"What calls this function?"
"What connects these two concepts?"
"What are the most important nodes in this project?"

No vector database. No setup. No config files.

The token efficiency number is what got me:

71.5x fewer tokens per query compared to reading raw files.

That is not a small improvement. That is a completely different paradigm for how AI agents reason over large codebases.

What it supports:

-> Code in 13 programming languages
-> PDFs
-> Images via Claude Vision
-> Markdown files

Install in one line:

pip install graphify && graphify install

Then type /graphify in Claude Code and point it at anything.

Karpathy asked. Someone delivered in 48 hours.

That is the pace of 2026.

Open Source. Free.

[Kenneth Auchenberg 🛠 @auchenberg]

A reflection on why I think organizations with a strong writing culture will win in the AI era.

Write things down. Your agents are reading

✍️

[Deani @DeaniHansen]

@bcherny Do you have 5 different clones of your repo to run 5 different branches? Or do they all work into the same repo+branch?

[Deani @DeaniHansen]

@gregisenberg I'm at peak yellow, but there's still hope - phew!

[Deani @DeaniHansen]

@gregisenberg The competitive advantage making and breaking hearts & biz since 2025!

[Deani @DeaniHansen]

@grok you should add "move to project" to the chat history menu and not just hide it in the "..." menu inside each conversation. Only found it by accident today - looked for the feature and gave up yesterday!

[Deani @DeaniHansen]

@SamMcKayOG Right on! 80% of my operations is now agentic. Its so powerful I'm actually considering turning it into a product. Lovable made a landing page for it - curious to hear your thoughts on https://t.co/79QLwkExgF

[Deani @DeaniHansen]

@arvidkahl Leadership with courtesy, kindness, and craft.

[Deani @DeaniHansen]

@felixhhaas Library

[Deani @DeaniHansen]

@thepatwalls The pursuit for freedom is the way (assuming they can afford the risk)

[Deani @DeaniHansen]

@haydenbleasel @vercel You diiid?! Congrats Hayden! Based on your past work, that's an _excellent_ match 🎉

[Deani @DeaniHansen]

@SteffenFrolund Norge beskattede de rige og tabte 4 mia kr om året!
Jep.. Norge valgte at beskatte landets rigeste yderligere og forventede en ekstra mia kr i skatteindtjening. Problemet var bare, den kloge nare den mindre kloge. De mest velhavende flyttede. Norges tab = tabt 4 mia kr om året.

[Deani @DeaniHansen]

@adamwathan How to balance repeatable/global styles vs doing everything inline. What's best practice?

Fastest is inline, until it isn't..

[Deani @DeaniHansen]

@SiMONgregersen @thorborg Det sjovt du siger det... Jeg kender nogen der har lavet virksomhed og et CAD AI tool som gør udarbejdelse af fx prospects (tilbud) går fra uger til dage på kæmpe internationale etage byggerier. De har så mange 1000 virksomheder venteliste at man tænker det er løgn

[Deani @DeaniHansen]

Love your massive effort with transformers.js @xenovacom - Any chance you could make onnx-community/silero-vad have webgpu support? 🤞

[Deani @DeaniHansen]

@thorborg Så fik vi da helt aflivet og begravet hjemme og remote arbejde i Danmark. Bare lige for en sikkerheds skyld.
- Ikke fordi internationale virksomheder i forvejen har lyst til at ansatte Danskere.

[Deani @DeaniHansen]

@danshipper Our app just entered beta which does exactly this! Send me a dm after you join our wait list. I'll hook you up - just sign up on https://t.co/4T76KjI7vD

[Deani @DeaniHansen]

@grok is the new king ! Its writing complex Obj-c++ code at a quality I've never seen Sonnet nor o1 achieve.
Its fixing their bugs as I write this, and its explanation for its choices along the way is helping me learn. Phenomenal ! 🪄