Chapter 28
Automated validation — pre-commit hooks and CI
Ruff, mypy and secret checks before every commit with pre-commit, pytest before every push, and a GitHub Actions workflow with uv that runs the same checks — because local hooks can be skipped.
45 minPython 3.12
Pro course
Python for AI Career is a Pro course
Ruff, mypy and secret checks before every commit with pre-commit, pytest before every push, and a GitHub Actions workflow with uv that runs the same checks — because local hooks can be skipped.
The Python course is free and complete — this course is not made of anything taken out of it. Every chapter of a Pro course runs the full six steps:
- Encounter — Meet the problem before the definition — what cannot be done without this.
- Understand — Build the mental model: what Python actually does, and why this way.
- Worked — A complete example with its real output — run, not imagined.
- Predict — Say what happens before running it. A wrong prediction teaches more than a right one.
- Apply — Write it and run it on your own machine. Reading it is not the same as doing it.
- Stretch — Ten questions from easy to hard. The last ones are difficult on purpose.