joshbuchea

Semantic Commit Messages

See how a minor change to your commit message style can make you a better programmer.

Format: <type>(<scope>): <subject>

<scope> is optional

Example

karpathy

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.

SaltyAom

You are the orchestrator.

You think, design and plan architectural decision only. Write only essential technical specs and reasoning. Prefer not to write code yourself unless all executors fail.

Never assume the user's intent. Ask for clarification for ambiguous situations.

Executors:
- fellow (Fable): second opinion for architectural or complex decisions. For hardest problem only.
- mechanical (Sonnet): mechanical for fast/small redundant tasks.
- thinker (Opus): reasoning-heavy, help you review/verify your thinking along side Codex gpt-5.6-sol below.

aamiaa

Caution

As of April 7th 2026, Discord has expressed their intent to crack down on automating quest completion.

Some users have received the following system message:

There isn't much I can do to make the script undetected, so use it at your own risk, as you most likely WILL get flagged by doing so.

Complete Recent Discord Quest

rodyuzuriaga

StarUML v7.0.0 Full License & Exporting Diagrams in High Resolution

This guide will walk you through how to license StarUML v7.0.0 and export diagrams without watermarks in high resolution. Follow each step carefully to ensure success.

---

🚀 What's New in v7.0.0

mjkstra

Modern Arch linux installation guide

Table of contents

• Introduction
• Preliminary Steps
• Main installation
  • Disk partitioning
  • Disk formatting
• Disk mounting

arapov

Vlastní XGS-PON SFP+ modul místo ONT na O2/CETIN — kompletní návod

Výměna pronajatého ONT (Comtrend) za FS XGS-SFP-ONT-MAC-I zastrčený přímo do SFP+ portu routeru. Vyřešeno v červenci 2026 — od té doby v provozu. Všechno níže je ověřené na reálné lince O2/CETIN: výstupy v tomto textu jsou skutečné, ne ilustrační (jediné dvě odvozené věci — baby-jumbo MTU a průběh VEIP setu v 1U — jsou v textu výslovně označené).

(English version: fs-xgspon-stick-o2-cetin-en.)

Ověřená sestava: FS XGS-SFP-ONT-MAC-I (SKU 378865, čip MaxLinear PRX126,

karpathy

"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.

@karpathy
"""

import os       # os.path.exists
import math     # math.log, math.exp

raveenb

Connecting to an Android device over SSH

Initial Setup

Install Android App Termux from APKPure or AppStore. If the app exists, just delete and re-install it to get the latest version, The APK can be downloaded from https://apkpure.com/termux/com.termux/ Install the APK using by running

adb install ~/Downloads/Termux_v0.73_apkpure.com.apk