During April 2025, Borko X. contributed to the numaproj/numaflow repository by developing comprehensive documentation for integrating QualiBooth with Numaflow pipelines. Focusing on real-time accessibility data aggregation, Borko detailed how QualiBooth leverages Numaflow’s data processing capabilities to collect and analyze web accessibility issues. The work centered on updating USERS.md, providing clear onboarding guidance for new contributors and facilitating cross-team collaboration. Using Markdown and Git for documentation and version control, Borko’s efforts improved the repository’s clarity for accessibility analytics use cases. The contribution was documentation-driven, with no bug fixes or code features, reflecting a focused and foundational technical effort.