During their two-month tenure, L. Farmer focused on enhancing data consistency and test reliability across the companieshouse/limited-partnerships-api and related repositories. They refactored jurisdiction mapping in both backend and frontend components, aligning API, SDK, and UI data representations to prevent mismatches and support reliable integrations. Using Java, TypeScript, and Spring Boot, Farmer introduced Testcontainers-based MongoDB integration tests, migrated to SpringBootTest for broader coverage, and standardized test environments with reusable Docker images. Additionally, they optimized Maven build processes by conditionally skipping tests, reducing packaging times. Their work demonstrated depth in backend development, integration testing, and build automation, improving maintainability and CI stability.