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Intro

AI agents are amplifiers. If you're good at your job, agents make you better. You do more great things, faster. But if you're bad at your job, agents amplify that too. Where you used to cause a slow trickle of shit, now you have the means to unleash a full-blown shitstorm, at scale, in minutes.

Now, AI is all the rage these days, and for good reason. So of course people are using agents to manage real resources: infrastructure, databases, applications, all of it. The question is what happens when they do. That's what we're looking at today: an agent managing actual cloud resources, what goes wrong, why it goes wrong, and what it takes to make it work properly.

Setup

git clone https://github.com/vfarcic/infra-with-ai

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.

@jimbrig
jimbrig / collapsible-markdown.md
Last active August 28, 2026 08:16
[Collapsible Markdown] #markdown

collapsible markdown?

CLICK ME

yes, even hidden code blocks!

print("hello world!")
NetLimiter 3
Registration name: Peter Raheli
Registration code: C99A2-QSSUD-2CSBG-TSRPN-A2BEB
NetLimiter 4
Registration Name: Vladimir Putin #2
Registration Code: XLEVD-PNASB-6A3BD-Z72GJ-SPAH7
https://www.netlimiter.com/download
# Netlimiter Full Netlimiter Activated Netlimiter cracked Netlimiter Full Version Netlimiter Serial Netlimiter keygen Netlimiter crack Netlimiter 4 serial Netlimiter 4 Crack Netlimiter 4 register Netlimiter 4 patch Netlimiter full Full version Netlimiter 4 Activated Netlimiter 4 Cracked Netlimiter Pro
@hydrz
hydrz / setup.sh
Last active August 28, 2026 07:47
setup weston, waydroid, appium on ubuntu 20.04
#!/usr/bin/bash
set -e
apt-get update
apt-get install -y \
curl \
ca-certificates \
unzip \
KFZUS-F3JGV-T95Y7-BXGAS-5NHHP
T3ZWQ-P2738-3FJWS-YE7HT-6NA3K
KFZUS-F3JGV-T95Y7-BXGAS-5NHHP
65Z2L-P36BY-YWJYC-TMJZL-YDZ2S
SFZHH-2Y246-Z483L-EU92B-LNYUA
GSZVS-5W4WA-T9F2E-L3XUX-68473
FTZ8A-R3CP8-AVHYW-KKRMQ-SYDLS
Q3ZWN-QWLZG-32G22-SCJXZ-9B5S4
DAZPH-G39D3-R4QY7-9PVAY-VQ6BU
KLZ5G-X37YY-65ZYN-EUSV7-WPPBS
@nitefood
nitefood / Alexa-Gemini Step by Step Guide.md
Last active August 28, 2026 07:22
How to Connect Alexa to Gemini: A Step-by-Step Guide Using n8n

Step-by-Step Setup

  1. Access the Alexa Developer Console: Go to https://developer.amazon.com/alexa/console/ask.
  2. Create a New Skill: Click on Create Skill, give it a name, and choose your preferred language.
  3. Choose a Template: Select the "Start from Scratch" template and leave the rest as the default.

Configure the Skill

@ashish-kus
ashish-kus / ini_Parser.sh
Created January 24, 2024 11:37
.ini config parser function written in bash for reading and exporting vafiable from config file.
#!/usr/bin/env bash
parse_ini() {
local ini_file="$1"
# declare -A config
current_section=""
while IFS= read -r line; do
line=$(echo "$line" | sed -e 's/^[ \t]*//;s/[ \t]*$//')
if [[ "$line" =~ ^\; ]] || [[ -z "$line" ]]; then
continue
@dipakprajapati2703
dipakprajapati2703 / .claude-ignore
Last active August 28, 2026 06:52
This .claude-ignore file is used for Magento Project
# .claude-ignore - Files and directories to exclude from Claude Code analysis
# Place this in your Magento 2 project root directory
# Vendor Dependencies (too large and not project-specific)
/vendor/
/node_modules/
# Generated and Cache Files
/var/
/generated/