Contributed to kyverno/kyverno by enhancing documentation for generated CRD files and refining contributor guidelines, focusing on reducing manual edits and streamlining onboarding for new collaborators. Leveraged Markdown and version control to clarify processes and align with DCO requirements, improving maintainability and the contributor experience. In neuroinformatics-unit/movement, addressed API reliability by correcting loader parameter names and path assignments, and improved documentation clarity through targeted spelling updates. Applied Python and data processing skills to ensure accurate function usage and reduce integration errors for downstream users. The work emphasized collaborative development, documentation quality, and robust code maintenance across both repositories.