Tommy Nguyen tuannvm

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.

CKS
What's the difference between a security policy and a security context?

ArgoCD CheatSheet

ArgoCD CheatSheet
Defining an Application

AWS CLI snippets

The AWS Command Line Interface is a very powerfull ally to anyone managing AWS Infrastructure.

While automating infrastructure with Terraform, some configuration can be quickly retrieved using AWS CLI.

Alternatively, some information is hard to piece together from the AWS console, in which case terminal scripts can provide fast and simple windows into your cloud.

AWS Documentation

Kubectl output options

Let's look at some basic kubectl output options.

Our intention is to list nodes (with their AWS InstanceId) and Pods (sorted by node).

We can start with:

kubectl get no

	-- Eviline config for lualine
	-- Author: shadmansaleh
	-- Credit: glepnir
	local lualine = require 'lualine'

	-- Color table for highlights
	local colors = {
	bg = '#202328',
	fg = '#bbc2cf',
	yellow = '#ECBE7B',

	package main

	import (
	"context"
	"flag"
	"fmt"
	"log"
	"net/http"
	"os"
	"os/signal"

	# Use envFrom to load Secrets and ConfigMaps into environment variables

	apiVersion: apps/v1beta2
	kind: Deployment
	metadata:
	name: mans-not-hot
	labels:
	app: mans-not-hot
	spec:
	replicas: 1

	version: "3"

	services:
	concourse-db:
	image: postgres:9.5
	environment:
	- POSTGRES_DB=concourse
	- POSTGRES_USER=concourse
	- POSTGRES_PASSWORD=changeme
	- PGDATA=/database

	version: '3'
	services:
	web:
	image: 'gitlab/gitlab-ce:latest'
	restart: always
	hostname: 'gitlab.example.com'
	environment:
	GITLAB_OMNIBUS_CONFIG: \|
	external_url 'https://gitlab.example.com'
	nginx['listen_port'] = 80