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LLM Wiki v2

A pattern for building personal knowledge bases using LLMs. Extended with lessons from building agentmemory 20K+ Stars ⭐️, a persistent memory engine for AI coding agents.

This builds on Andrej Karpathy's original LLM Wiki idea file. Everything in the original still applies. This document adds what we learned running the pattern in production: what breaks at scale, what's missing, and what separates a wiki that stays useful from one that rots.

What the original gets right

The core insight is correct: stop re-deriving, start compiling. RAG retrieves and forgets. A wiki accumulates and compounds. The three-layer architecture (raw sources, wiki, schema) works. The operations (ingest, query, lint) cover the basics. If you haven't read the original, start there.

What other .env files can be used?

Note: this feature is available with react-scripts@1.0.0 and higher.

.env: Default.
.env.local: Local overrides. This file is loaded for all environments except test.
.env.development, .env.test, .env.production: Environment-specific settings.
.env.development.local, .env.test.local, .env.production.local: Local overrides of environment-specific settings.

Files on the left have more priority than files on the right:

Tools

Presentations

	NAMES = foo bar baz

	hello: $(addprefix hello-, $(NAMES))

	hello-%:
	@echo "hello ${@:hello-%=%}"

	world: $(addprefix world-, $(NAMES))

	world-%:

	// usage:
	const obj = { foo: 'bar' };
	const proxiedObj = attachProxy(obj);

	proxiedObj.foo = 'baz';

	/* output:
	VM192:4 setting value of prop: foo to value: baz obj {foo: "bar"}
	VM192:5 console.trace
	set @ VM192:5

	provider "aws" {}
	provider "github" {}

	resource "github_repository" "test" {
	name = "joestump-test"
	description = "Terraform test repository"
	private = true
	}

	resource "aws_s3_bucket" "test" {

	----- Interested Reads------
	+ Interesting Read (Serverless Architecture of Acloud guru)
	https://read.acloud.guru/serverless-the-future-of-software-architecture-d4473ffed864

	----- Getting Started-------
	+ Requirements
	+ AWS Free Tier Account
	+ PC with putty and putty keygen/ Mac
	+ Optional
	+ IoS/ Android App $20

	{
	"auto_complete_commit_on_tab": true,
	"color_scheme": "Packages/Oceanic Next Color Scheme/Oceanic Next.tmTheme",
	"draw_white_space": "all",
	"font_face": "Fira Mono",
	"font_size": 20,
	"tab_size": 2,
	"theme": "Brogrammer.sublime-theme",
	"translate_tabs_to_spaces": true,
	"trim_automatic_white_space": true,

	const privateMethod = Symbol('privateMethod');

	export default class Service {
	constructor () {
	this.say = "Hello";
	}

	[privateMethod] () {
	console.log(this.say);
	}

	import React from "react";
	import { render } from "react-dom";

	const ParentComponent = React.createClass({
	getDefaultProps: function() {
	console.log("ParentComponent - getDefaultProps");
	},
	getInitialState: function() {
	console.log("ParentComponent - getInitialState");
	return { text: "" };