GitHub Actions

A few days ago, I wanted to organize my resume information. Following my usual habit, I wrote it in LaTeX. However, when I wanted to publish it online to share the resume link, I needed to upload the PDF somewhere. The PDF file of the resume is a binary file, and I didn’t want to store it directly in the repository. So I decided to use GitHub Actions to automatically compile the LaTeX file and publish the generated PDF to GitHub Pages. ...

This article introduces two major pain points in Python project maintenance and their solutions: 1) Passwordless publishing using PyPI’s Trusted Publishers with GitHub Actions, and 2) Ultra-fast dependency locking with the uv tool. It also discusses version management when depending on machine learning frameworks like PyTorch, providing specific configuration examples.