Sunbelt Computer Software

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.

What it is

This is my OpenCode setup for local models, mainly using a customized llama.cpp configuration.

For Qwen 3.8, DeepSeek V4, and Glimmer, the models are already trained to support reasoning effort levels. Depending on the model, these may be exposed as low, medium, high, xhigh, or as low, high, and max.

For models that support reasoning but were not trained with explicit reasoning-effort levels, such as the Qwen 3.5 and 3.6 variants, I use a token budget to limit the amount of reasoning.

Although Qwen 3.8 has built-in reasoning-effort levels, I still apply a maximum reasoning-token cap for each effort level.

Although the llama.cpp CLI flags specify preserve_thinking and a default reasoning budget, these can still be overridden through the API, so this works fine for my setup.

JavaScript DSA — Logic-Building Practice Sheet

Instructions

Solve all 15 questions using JavaScript.
Focus on logic, loops, conditions, arrays, strings, and objects.
Avoid built-in methods wherever the question explicitly restricts them.
Test your functions with the provided examples.
Try solving each problem independently before asking for hints.

Brawl Stars Reverse Engineering Guide

1. Anatomy of an Android APK

An Android Application Package (.apk) is essentially a ZIP archive that contains all the resources, code, and metadata required to run an application on the Android operating system.

NixOS Binary Cache Proxy

nixos-cache-proxy.cofob.dev is a simple reverse proxy to cache.nixos.org, running over the Cloudflare network and utilizing its cache.

It is intended for use if you:

Do not have access to cache.nixos.org (e.g., your government has blocked it).
You experience low speed on cache.nixos.org.

	-- ============================================================================
	-- READ THE FULL ARTICLE AT https://barazany.dev
	-- ============================================================================
	-- The entire story behind this gist can be found here:
	-- https://barazany.dev/blog/connecting-snowflake-to-claude
	-- ============================================================================

	-- ============================================================================
	-- CLAUDE.AI SNOWFLAKE MCP CONNECTOR - SETUP SCRIPT
	-- ============================================================================

	‍🏃‍♂️ 122km ██████▌░░░░░░░░░░░░░
	🏂 117km ██████▍░░░░░░░░░░░░░
	🚶‍♂️ 115km ██████▏░░░░░░░░░░░░░
	🥾 11km ▍░░░░░░░░░░░░░░░░░░░
	🚴‍♂️ 0km ░░░░░░░░░░░░░░░░░░░░
	363km total

	Windows Registry Editor Version 5.00

	; Hides the 'Upgrade your plan' button in Office 2021/2024 AND Microsoft 365.
	; Sets three Office feature switches to false; Office ignores the ones that don't apply to your license.
	; No admin rights needed (current user only). Close and reopen Office apps after importing.
	; To undo: import Restore_Upgrade_Your_Plan_ALL.reg

	[HKEY_CURRENT_USER\Software\Microsoft\Office\16.0\Common\ExperimentConfigs\ExternalFeatureOverrides\word]
	"Microsoft.Office.Licensing.ShowPerpetualUpgrade"="false"
	"Microsoft.Office.Licensing.EnablePerpetualUpgrade"="false"

	<!DOCTYPE html>
	<html>
	<head>
	<title></title>
	<meta charset="utf-8" />
	<script src="Scripts/jquery-1.9.1.min.js"></script>
	<link href="Content/bootstrap.min.css" rel="stylesheet" />
	<script src="Scripts/isRockFx.js"></script>
	<script>
	$(function () {