During March 2026, Bakotaco focused on improving documentation accessibility for the duckdb/duckdb-web repository. They addressed a critical issue by updating the JupySQL documentation link to its new hosting at jupysql.readthedocs.io, ensuring users could reliably access the most current information. This change, implemented via a targeted bug fix, reduced potential user confusion and streamlined onboarding by aligning documentation with recent hosting changes. Bakotaco utilized Markdown and technical writing skills to execute the update, demonstrating attention to detail in maintaining accurate resources. The work reflected a focused, high-impact contribution to documentation quality, though the scope was limited to a single fix.