Worked on the Clinical-Genomics/cg repository to deliver support for the Balsamic Analysis API v16 release, focusing on enhancing observation file handling and refining the logic for Gens file uploads. Used Python to implement updates that included adjustments to Sentieon configuration parameters and a refactor of Gens file path determination, ensuring compatibility with both panel bed presence and genome version. Emphasized API development and configuration management to improve reliability and reproducibility. Prioritized release-readiness by introducing targeted changes and comprehensive test coverage, laying the foundation for a smoother upgrade path and supporting future workflow management within the platform’s evolving architecture.