In January 2025, Andre Jonasson enhanced the mostlyai-engine repository by improving the accessibility and usability of example notebooks. He introduced an Open in Colab workflow, allowing users to launch and run examples directly in Google Colab, which streamlines onboarding for data scientists. To ensure compatibility and stability within the Colab environment, Andre managed dependencies by downgrading the psutil library to version 5.9.5, reducing unnecessary restarts and support overhead. His work focused on documentation and dependency management, utilizing Python and Markdown to deliver a targeted feature that facilitates faster experimentation while maintaining reliability for new and existing users.