During February 2026, ucfagls enhanced the easystats/insight repository by improving the performance and robustness of GAM parameter extraction in R. They refactored the get_aparameters function to avoid expensive summary() calls on mgcv::gam models, particularly addressing issues with random effects and reducing runtime overhead. Their approach included migrating code to function syntax for better readability and maintainability, as well as expanding unit tests to cover models without smooth terms, thereby minimizing regression risk. Working primarily with R programming and statistical modeling, ucfagls demonstrated depth in code quality improvements and ensured release readiness through careful version management.