Louhi focused on improving onboarding reliability for the Tanzania-AI-Community/twiga repository by addressing a documentation issue that impacted new users. Using Markdown and documentation best practices, Louhi identified and fixed a broken "Get Started" link in the README, ensuring that users could access the correct onboarding materials without confusion. The work was tracked through a single, well-referenced commit tied to issue KTH-59, demonstrating attention to traceability and process. While the scope was limited to one bug fix over the month, the update directly reduced onboarding friction and maintained documentation quality, reflecting a targeted and methodical approach to project support.