During February 2026, Scott Koranda focused on improving onboarding reliability for the astronomy-commons/lsdb repository by addressing a documentation bug related to the ZTF catalog column names. He used Python scripting and technical writing skills to update the Getting Started and Performing Filters sections, ensuring that all example code snippets accurately reflected the underlying data schema. This targeted fix allowed users to copy and run Python examples without encountering errors, reducing support friction and preventing common implementation mistakes. Scott’s work was limited in scope but demonstrated careful attention to detail, delivering a traceable, documentation-only change that improved the user experience.