Andrews Cordolino Sobral andrewssobral

Code Bash command prefix detection

This defines risk levels for actions that the ${K4} agent may take. This classification system is part of a broader safety framework and is used to determine when additional user confirmation or oversight may be needed.

Command prefix extraction examples

Examples:

cat foo.txt => cat
cd src => cd

List of terminal-based developer tools that deliver value in 30 seconds

miniogre: from source code to reproducible envionments, in seconds
- pip install miniogre
- Go to project folder
- Run miniogre run
freeze: generate images of code and terminal output
- brew install charmbracelet/tap/freeze
- freeze --execute "ls -ltra"
uv: An extremely fast Python package installer and resolver, written in Rust

Setting Up MCP Servers on Windows

A step-by-step guide to setting up Model Context Protocol (MCP) servers for Claude Desktop on Windows.

Prerequisites

Install Node.js (v18.x or later)
- Download from: https://nodejs.org/
- Verify installation by opening PowerShell and running:
```
node --version
```

npm --version

High-Performance Matrix Multiplication

This is a short post that explains how to write a high-performance matrix multiplication program on modern processors. In this tutorial I will use a single core of the Skylake-client CPU with AVX2, but the principles in this post also apply to other processors with different instruction sets (such as AVX512).

Intro

Matrix multiplication is a mathematical operation that defines the product of

	import os
	from google import genai
	from google.genai import types

	client = genai.Client(api_key=os.getenv("GEMINI_API_KEY","xxx"))

	# Repalce with the youtube url you want to analyze
	youtube_url = "https://www.youtube.com/watch?v=RDOMKIw1aF4"

	# Prompt to analyze and summarize the Youtube Video

	"""
	A micro event loop library implementation from scratch.

	This library provides a minimal but feature-complete asynchronous event loop
	implementation for educational purposes. It demonstrates the core concepts of
	asynchronous programming including:

	- Task scheduling and management
	- I/O multiplexing with non-blocking sockets
	- Timeouts and sleep functionality

	######################### Preamble ###########################################
	SHELL := bash
	.ONESHELL:
	.SHELLFLAGS := -eu -o pipefail -c
	.DELETE_ON_ERROR:
	.SECONDEXPANSION:
	MAKEFLAGS += --warn-undefined-variables
	MAKEFLAGS += --no-builtin-rules
	MAKEFLAGS += -j$(shell nproc)

	while true; do
	osascript -e '
	tell application "System Events"
	if exists process "Claude" then
	tell process "Claude"
	if exists button "Allow for This Chat" of group 2 of group 1 of group 1 of group 1 of UI element 2 of group 1 of group 1 of group 1 of group 1 of window "Claude" then
	click button "Allow for This Chat" of group 2 of group 1 of group 1 of group 1 of UI element 2 of group 1 of group 1 of group 1 of group 1 of window "Claude"
	log "clicked allow button"
	end if
	end tell

	cmake_minimum_required(VERSION 3.27)

	project(_ext LANGUAGES CXX)

	# ----------------------------- Setup -----------------------------
	set(CMAKE_CXX_STANDARD 17)
	set(CMAKE_CXX_STANDARD_REQUIRED ON)
	set(CMAKE_POSITION_INDEPENDENT_CODE ON)

	option(BUILD_SHARED_LIBS "Build as a shared library" ON)

	# -----------------------------------------------------------------------------
	# AI-powered Git Commit Function
	# Copy paste this gist into your ~/.bashrc or ~/.zshrc to gain the `gcm` command. It:
	# 1) gets the current staged changed diff
	# 2) sends them to an LLM to write the git commit message
	# 3) allows you to easily accept, edit, regenerate, cancel
	# But - just read and edit the code however you like
	# the `llm` CLI util is awesome, can get it here: https://llm.datasette.io/en/stable/

	gcm() {