In this enhanced version of TeachOpenCADD, we provide reliable and reproducible pipelines, periodically checked via automated testing mechanisms, and a streamlined and easy-to-understand code style across all talktorials. Everyone benefits from this work: the maintainers of the project, the contributors (to easily participate), as well as users (to learn setting up FAIR-compliant pipelines).