During November 2024, Kevin Dumont focused on backend development and CI/CD improvements for the lunny/gitea repository. He developed a dedicated test fixture for GitHub Actions artifacts, leveraging Go and YAML to define artifact data and manage test files. His approach included implementing setup and cleanup logic to ensure each test ran in isolation, which improved the reliability and stability of artifact-related workflows in continuous integration. Although he did not address bug fixes during this period, his work enhanced test coverage and enabled earlier detection of issues, contributing to more robust releases and a stronger testing infrastructure for the project.