Worked on backend stability for the GTNewHorizons/Applied-Energistics-2-Unofficial repository, focusing on resolving a memory leak during world server shutdown. Addressed the issue by introducing a clearCache method to the InventoryAdaptor and integrating it with the serverStopped event, ensuring deterministic cleanup of cached data. This Java-based solution improved memory management and event handling, reducing heap growth and minimizing shutdown-related problems. The work enhanced server lifecycle reliability for AE2Unofficial integration, lowering the risk of out-of-memory errors and restart complications. Demonstrated careful debugging and a methodical approach to lifecycle management, contributing to a more robust backend infrastructure.