During September 2025, Allspark updated the microsoft/lisa repository to prepare for the 2025-04-01 Preview API release. Focusing on API versioning, Allspark implemented a minimal, non-breaking change by updating the default API version string in the aitl.py file, ensuring the codebase was ready for upcoming preview features without introducing functional modifications. This approach maintained code stability while aligning the repository with the new API lifecycle, facilitating a smoother upgrade path for future integrations. The work was carried out using Python and demonstrated a careful, incremental strategy for managing API transitions, emphasizing maintainability and readiness over immediate feature delivery.