Tuan Pham atuanpham

CLAUDE.md - Universal Development Principles

This document contains universal development principles and practices for AI assistants working on any project. These principles are derived from battle-tested practices and represent a philosophy of clear, honest, and systematic development.

Required Tools and Research Methods

1. Mandatory MCP Tool Usage

BEFORE ANY ACTION, you MUST use these tools. Tool names use double underscores between segments.

My notes and observations about python nanobind + scikit-build-core usage

nanobind is a tool and a library for implementing native C/C++ extensions for python. You can implement such extensions in many ways, but nanobind makes life a bit more easier, especially if you write C++ and use CMake to build your native code.

nanobind recommends using the scikit-build-core as the build backend; it handles the heavy lifting of building stuff through CMake during python package build process. It even supports using Ninja. And as a cherry on top, it is able to download CMake and Ninja from pypi if they are not available locally.

title

The Best Cloud GPU Providers for Artificial Intelligence & Machine Learning

Cloud GPUs: Servers, Providers & Everything You Would Ever Need

Creating and managing an SSH session in the background

Sources:
https://stackoverflow.com/questions/2241063/bash-script-to-set-up-a-temporary-ssh-tunnel/15198031#15198031
https://lists.gt.net/openssh/dev/48040#48040

Starting an SSH session

$ ssh -M -S my-ctrl-socket -fnNT user@host.tld

How To change baseUri:

in application.properties add:

spring.data.rest.basePath=/api

or -

in application.yml add:

	// Claude Code is a Beta product per Anthropic's Commercial Terms of Service.
	// By using Claude Code, you agree that all code acceptance or rejection decisions you make,
	// and the associated conversations in context, constitute Feedback under Anthropic's Commercial Terms,
	// and may be used to improve Anthropic's products, including training models.
	// You are responsible for reviewing any code suggestions before use.

	// (c) Anthropic PBC. All rights reserved. Use is subject to Anthropic's Commercial Terms of Service (https://www.anthropic.com/legal/commercial-terms).

	// Version: 0.2.9

	# This example pyproject.toml is for a basic pip+setuptools setup.
	# If you use a project management tool (like Poetry), then
	# those tools will have slightly different configurations or additions.

	# I highly recommend using a project management tool for your project.
	# Project management is a highly opinionated subject.
	# There are a lot of good, robust tools in this space now (as of 2023)
	# Two that I've used and recommend are Poetry and PDM.
	# Poetry is more mature, PDM is recent, both work well.
	# - Poetry: https://python-poetry.org/

	#################################################################
	# _` #
	# _ooOoo_ #
	# o8888888o #
	# 88" . "88 #
	# (\| -_- \|) #
	# O\ = /O #
	# ____/`---'\____ #
	# .' \\\| \|// `. #
	# / \\\|\|\| : \|\|\|// \ #

	{
	"query":{
	"has_child":{
	"query":{
	"function_score":{
	"functions":[
	{
	"field_value_factor":{
	"factor":1,
	"field":"count"

	# clang-format
	# Made by: Ingmar Delsink
	# https://ingmar.dels.ink
	# See http://clang.llvm.org/docs/ClangFormatStyleOptions.html
	# Tested with: clang-format version 3.7.1

	# General
	#########

	# The style used for all options not specifically set in the configuration.