Marie Ygouf developed automated VAP test recipes and set up supporting infrastructure for the roman-corgi/corgidrp repository, focusing on improving the project’s testing pipeline. She implemented these enhancements using Python and leveraged CI/CD practices to expand test coverage and accelerate feedback cycles. By establishing infrastructure as code and integrating system testing, Marie enabled earlier detection of defects and more reliable component validation. Her work laid the foundation for deterministic releases and faster time-to-market, addressing the need for robust, automated validation in the development workflow. Over the month, she concentrated on feature delivery, with no major bug fixes recorded during this period.