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Kevin Pruett pruett

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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.

@wojukasz
wojukasz / keybindings.json
Last active July 13, 2026 02:26
⚡VSCode + WhichKey + Vim keybindings | Works with VScode forks like AntiGravity, Cursor, etc | Copy-paste ready config | 5-min setup | Full version: https://github.com/wojukasz/VimCode
[
// ╔══════════════════════════════════════════════════════════════════════════════════╗
// ║ VSCODE VIM LAZYVIM KEYBINDINGS ║
// ║ Modifier Key Bindings (Ctrl, Alt, Shift) ║
// ╚══════════════════════════════════════════════════════════════════════════════════╝
//
// This file contains keybindings that use modifier keys (Ctrl, Alt, Shift) and special
// characters that need VSCode's key binding system (not Vim's).
//
// IMPORTANT: DO NOT put space-leader bindings here (<leader>...)
@mvaldesdeleon
mvaldesdeleon / deep.js
Last active February 8, 2018 21:59
Conditional deep mapping & deep resolving of Objects.
const isObject =
obj =>
obj instanceof Object;
const isPromise =
obj =>
typeof obj.then === 'function';
const mapDeepIf =
(pr, fn, obj) =>

The Why and When of Choosing Elm

What is Elm?

  • Language (and "framework") for building web frontend applications
  • Can be used in place of HTML, CSS and JavaScript
  • Compiles into the above
@JoshCheek
JoshCheek / why_i_chose_fish_over_bash_for_students.md
Last active December 14, 2021 20:30
Why I Chose Fish Over Bash For Students

Why I chose Fish over Bash for students

I'm currently the lead instructor at Code Platoon and an instructor/developer at the Turing School of Software and Design.

I've been advocating the Fish shell and when the choice is up to me, I choose that for my students. Enough people ask about the decision, particularly in relation to the preinstalled Bash shell, that I figured it's worth laying out my reasoning.

TL;DR

@yang-wei
yang-wei / destructuring.md
Last active February 15, 2026 13:03
Elm Destructuring (or Pattern Matching) cheatsheet

Should be work with 0.18

Destructuring(or pattern matching) is a way used to extract data from a data structure(tuple, list, record) that mirros the construction. Compare to other languages, Elm support much less destructuring but let's see what it got !

Tuple

myTuple = ("A", "B", "C")
myNestedTuple = ("A", "B", "C", ("X", "Y", "Z"))
@brandondurham
brandondurham / styles.less
Last active December 7, 2025 19:59
Using Operator Mono in Atom
/**
* Using Operator Mono in Atom
*
* 1. Open up Atom Preferences.
* 2. Click the “Open Config Folder” button.
* 3. In the new window’s tree view on the left you should see a file called “styles.less”. Open that up.
* 4. Copy and paste the CSS below into that file. As long as you have Operator Mono SSm installed you should be golden!
* 5. Tweak away.
*
* Theme from the screenshot (http://cdn.typography.com/assets/images/blog/operator_ide2.png):
@ohanhi
ohanhi / frp.md
Last active May 7, 2026 01:30
Learning FP the hard way: Experiences on the Elm language

Learning FP the hard way: Experiences on the Elm language

by Ossi Hanhinen, @ohanhi

with the support of Futurice 💚.

Licensed under CC BY 4.0.

Editorial note

@bomberstudios
bomberstudios / svgo-sketch.sh
Created April 16, 2015 14:07
SVGo options to clean up Sketch's SVG files without destroying them
svgo --pretty --enable=removeTitle --enable=removeDesc --enable=removeDoctype --enable=removeEmptyAttrs --enable=removeUnknownsAndDefaults --enable=removeUnusedNS --enable=removeEditorsNSData -f folder_with_svg_files
@bendc
bendc / functional-inheritance.js
Last active July 9, 2016 16:03
Functional inheritance
function car() {
return {
start: function() {
console.log("Engine on.")
},
accelerate: function() {
console.log("Let's go!")
}
}
}