southpolesteve

Session Start

At the beginning of a session:

1. Read this file.
2. Read ~/memory/active-projects.md.
3. Read the last few days of session logs in ~/memory/session-logs/
4. Read the relevant project files for the current request.

While Working

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.

jsadoski-rockhall

name	Logging Best Practices
description	Use before implementing logs in a medium to large scale production system.

This skill is adpated from "Logging sucks. And here's how to make it better. by Boris Tane.

When helping with logging, observability, or debugging strategies, follow these principles:

Core Philosophy

eidam

// GQL API docs => https://developers.cloudflare.com/analytics/graphql-api/
// tldr; => POST https://api.cloudflare.com/client/v4/graphql

const requestBody = {
  query: `
      query RequestsAndDataTransferByHostname($zoneTag: string, $filter: filter) {
          viewer {
              zones(filter: {zoneTag: $zoneTag}) {
                  healthCheckEventsAdaptiveGroups(limit: 10000, filter: $filter) {
                      dimensions {

rauchg

#!/usr/bin/env bash
function p() {
	jq -n \
		--arg content "$*" \
		'{
      "model": "pplx-7b-online",
      "messages": [
        {
          "role": "system",
          "content": "Be precise and concise."

cpursley

PostgreSQL is Enough

See the new site: https://postgresisenough.dev

---

• Simplify: move code into database functions
• Just Use Postgres for Everything
• Just use Postgres
• PostgreSQL is the worlds’ best database

natew

{
  
  "apc.activityBar": {
    "position": "bottom",
    "hideSettings": true,
    "size": 20
  },
  "apc.statusBar": {
    "position": "editor-bottom",
    "height": 22,

WeirdConstructor

Weird Constructor's (slightly opinionated) Rust Audio Link Collection

• Must Read/Watch Basics About Real-Time Audio Programming
  • "Real-time audio programming 101: time waits for nothing": http://www.rossbencina.com/code/real-time-audio-programming-101-time-waits-for-nothing
  • Video: Fabian Renn-Giles & Dave Rowland - Real-time 101
    • Part 1 - Investigating the real-time problem space
    • Part 2 - The real-time audio developer’s toolbox
• Rust Audio Top Level Website: https://rust.audio/
• Awesome Audio DSP Link List: https://github.com/BillyDM/Awesome-Audio-DSP

phil-blain

*.md diff=markdown

streamich

tweet-css

Smallest possible CSS-in-JS library.

• Try demo
• 178 bytes (minified and gzipped)
• Source code fits in a tweet
• Dynamic 4^th generation styling
• "jsxstyle" interface
• Pure React — no side effects