Skip to content

Instantly share code, notes, and snippets.

View drinchev's full-sized avatar
©️
...

Ivan Drinchev drinchev

©️
...
View GitHub Profile

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.

@alekseykulikov
alekseykulikov / index.md
Last active March 23, 2026 03:33
Principles we use to write CSS for modern browsers

Recently CSS has got a lot of negativity. But I would like to defend it and show, that with good naming convention CSS works pretty well.

My 3 developers team has just developed React.js application with 7668 lines of CSS (and just 2 !important). During one year of development we had 0 issues with CSS. No refactoring typos, no style leaks, no performance problems, possibly, it is the most stable part of our application.

Here are main principles we use to write CSS for modern (IE11+) browsers:

@slavafomin
slavafomin / nodejs-custom-es6-errors.md
Last active January 30, 2026 17:29
Custom ES6 errors in Node.js

Here's how you could create custom error classes in Node.js using latest ES6 / ES2015 syntax.

I've tried to make it as lean and unobtrusive as possible.

Defining our own base class for errors

errors/AppError.js

@mihigh
mihigh / .bash_profile
Created December 11, 2015 12:36
Iterm2 - ssh change background color when in production
# .bash_profile
# Copy this file on the desired machine.
# This script will change your iterm tab color and the background for that tab.
# Requirements
# - iterm as terminal
# - a profile named Prod in iterm. You can configure it how ever you want. A profile can be found in Preferences -> Profiles

Git Cheat Sheet

Commands

Getting Started

git init

or

@justmoon
justmoon / custom-error.js
Last active November 19, 2024 02:40 — forked from subfuzion/error.md
Creating custom Error classes in Node.js
'use strict';
module.exports = function CustomError(message, extra) {
Error.captureStackTrace(this, this.constructor);
this.name = this.constructor.name;
this.message = message;
this.extra = extra;
};
require('util').inherits(module.exports, Error);
@LeCoupa
LeCoupa / bash-cheatsheet.sh
Last active October 7, 2026 18:10
Bash CheatSheet for UNIX Systems --> UPDATED VERSION --> https://github.com/LeCoupa/awesome-cheatsheets
#!/bin/bash
#####################################################
# Name: Bash CheatSheet for Mac OSX
#
# A little overlook of the Bash basics
#
# Usage:
#
# Author: J. Le Coupanec
# Date: 2014/11/04
@aaronhurt
aaronhurt / curltest.c
Last active August 24, 2025 12:09
example code using libcurl and json-c to post and parse a return from http://jsonplaceholder.typicode.com
/**
* example C code using libcurl and json-c
* to post and return a payload using
* http://jsonplaceholder.typicode.com
*
* License:
*
* This code is licensed under MIT license
* https://opensource.org/licenses/MIT
*
@st44100
st44100 / termcolor.coffee
Created May 8, 2014 02:33
Print terminal color using coffee-script
#
# termcolor.pl : http://h2plus.biz/hiromitsu/entry/674
#
# Usage:
# > coffee termcolor.coffee
#
sys = require "sys"
fg = "\x1b[38;5;"
bg = "\x1b[48;5;"
rs = "\x1b[0m"