Worked on improving the documentation reliability for Ray Serve’s LLM deployment tutorials in the dentiny/ray repository. Focused on auditing and correcting broken sidebar links within the Markdown-based documentation, ensuring users could efficiently navigate to the correct LLM deployment guidance. Applied technical writing and documentation skills to restore navigation coherence, which streamlined developer onboarding and reduced potential confusion. Addressed a targeted documentation bug through a single-issue pull request, demonstrating efficient triage and attention to detail. The work reduced user friction and potential support requests by enhancing the accuracy and usability of the Ray Serve LLM deployment workflow documentation for future contributors.