Worked on the lf-edge/eve repository to enhance observability and maintainability by improving documentation and logging practices. Focused on standardizing documentation formatting, clarifying Metadata Server access, and adding explicit comments to highlight local-access limitations, these changes aimed to reduce misconfigurations and support smoother future development. Improved log messages and removed obsolete debug markers to provide clearer runtime diagnostics, facilitating faster debugging and easier code comprehension. Utilized Go for code refactoring and Markdown for documentation updates, applying skills in debugging and logging to consolidate non-functional improvements. The work emphasized maintainability and clarity, laying groundwork for more efficient feature development and troubleshooting.