During March 2026, Fan Ng contributed to the apache/gravitino repository by enhancing documentation to improve Java code generation practices. Fan updated AGENTS.md to clarify when to use standard Java import statements instead of inline fully qualified class names, providing concrete examples and explicit guidance for resolving class name conflicts. This documentation-driven approach, implemented using Java and Markdown, aimed to reduce the prevalence of inline FQNs in generated code and align output with project coding standards. The work introduced no user-facing changes but improved maintainability and reviewability, reflecting a thoughtful focus on code quality and long-term project consistency.