Worked on the mongodb-developer/GenAI-Showcase repository, focusing on maintaining documentation quality and developer-facing artifacts. Addressed a targeted bug by correcting a spelling error in a Jupyter Notebook title, updating 'Recommendatio' to 'Recommendation' to enhance accuracy and searchability. The change was implemented using JSON, emphasizing careful commit hygiene with clear, descriptive messages to support straightforward audits and rollbacks. No functional or code logic changes were introduced, preserving repository stability and reliability. This work demonstrated attention to detail in documentation and metadata management, supporting onboarding and stakeholder trust while reinforcing quality assurance practices within the project’s collaborative development environment.