During March 2026, Starspawn focused on backend development for the Kilocode repository, addressing a critical bug in the ACP Namespace model retrieval process. By refining the TypeScript parsing logic, Starspawn ensured that default models without providers were no longer parsed, instead returning the correct model ID directly from the fetched data. This targeted update improved data integrity and reduced downstream errors in ACP workflows. The work demonstrated careful isolation of changes to minimize regression risk, with clear communication through concise commit messages. Starspawn’s contribution reflected a thoughtful approach to TypeScript backend engineering, emphasizing reliability and maintainability in the project’s core logic.