During November 2024, Frisoulion enhanced the CompassionCH/compassion-modules and compassion-website repositories by focusing on backend reliability and data integrity using Python and Odoo development skills. He delivered targeted bug fixes and a feature that stabilized PDF generation, improved invoice payment state handling, and refined translation consistency. His approach involved refactoring code for maintainability, introducing guards to prevent premature financial actions, and ensuring that translation fields recompute accurately when related data changes. By addressing technical debt with pre-commit hygiene and improving code readability, Frisoulion’s work reduced operational errors and improved the maintainability and accuracy of customer-facing financial processes.