Contributed to Apache Flink and related repositories by delivering targeted improvements in documentation and release management. Enhanced the githubnext/discovery-agent__apache__flink repository by clarifying MATCH_RECOGNIZE documentation, removing outdated limitations to better reflect actual integration capabilities and reduce user confusion. In the apache/flink repository, prepared the project for the 2.4 development cycle by aligning versioning, updating CI workflows, and ensuring documentation parity for release branches. Leveraged Java, Maven, and GitHub Actions to streamline continuous integration and artifact consistency. The work focused on reducing release risk, accelerating downstream adoption, and supporting maintainable onboarding through clear, up-to-date technical documentation.