karpathy

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

mccun934

Claude Code TeammateTool - Source Code Analysis

This is not a proposal. This documents existing but hidden functionality found in Claude Code v2.1.19 binary, plus speculation on how it could be used.

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Executive Summary

TeammateTool already exists in Claude Code. We extracted this from the compiled binary at ~/.local/share/claude/versions/2.1.19 using strings analysis. The feature is fully implemented but gated behind feature flags (I9() && qFB()).

adamruzicka

Intro

Out of the box, foreman ships with orchestrator and a single worker If you have Katello, you will get an additional worker for processing of the host queue

root@modest-gator:~# ls -l /etc/foreman/dynflow/
total 1
-rw-r--r--. 1 root foreman 51 May 14 07:35 orchestrator.yml
-rw-r--r--. 1 root foreman 59 May 14 07:35 worker.yml

parthaa

  namespace :taskbench do
    desc <<~END_DESC
      Loads up some tasks
    END_DESC
    def parallelize(param_lists)
      max_number_of_forks ||= ENV['forks'].to_i || 10
      page = 0
      page_size = param_lists.length/max_number_of_forks

jlsherrill

Run all of these in 'foreman-rake console'

Check the event queue:

Katello::Event.count

Check 'bound repositories' known to katello

JacobCallahan

#! /bin/bash
if [ -n "$1" ]; then
    name=$1
else
    name=$(hostname)
fi
git clone https://github.com/iNecas/ownca.git
cd ownca
yes "" | ./generate-ca.sh
yes | ./generate-crt.sh $name

dLobatog

#!/bin/bash

# Delay before starting
DELAY=10

# Sound notification to let one know when recording is about to start (and ends)
beep() {
    paplay /usr/share/sounds/KDE-Im-Irc-Event.ogg &
}