Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Use ruff In a uv Managed Python Project

uv run ruff check 
uv run ruff format .

Use ruff Standalone

The most convenient way to use run ruff standalone is via uvx …

• vulture

  vulture finds unused code in Python programs. It is useful for cleaning up and finding errors in large code bases.

• pandas-stubs

Testing

• pytest

Typing Checker

• ty

• pyrefly

• pytype

• pyright

• mypy

Lint Python Scripts

ruff

ruff is an extremely fast Python linter, written in Rust. It is preferred to other …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

• pyrefly @ GitHub

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

uvx ty check

• ty: Astral's New Type Checker (Formerly Red-Knot) - Talk Python to Me Ep. 506

• ty @ GitHub

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Installation

curl -LsSf https://astral.sh/uv/install.sh | sh

curl -LsSf https://astral.sh/uv/install.sh | env UV_INSTALL_DIR="/usr/local/bin" sh

Usage

Ad-hoc Python Shell & Scripts

1. You can …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Cloud IDEs

IDEs with AI Coding Assists

See IDEs With AI Coding Assists .

General Purpose IDEs

1. Visual Studio Code

2. SpaceVim

3. Zed

4. Lapce

JVM Languages

1. IntelliJ IDEA (community edition available)

IDEs for …