Worked on enhancing the stability and reliability of the Supermemory Pipecat SDK within the supermemoryai/supermemory repository, focusing on backend development using Python. Addressed a critical edge case by implementing null-safety checks in the SupermemoryPipecatService, ensuring the service handles absent profile data without crashing. This update included the addition of a dedicated unit test to validate the new behavior, strengthening test coverage for scenarios where profile information may be missing. Leveraged asynchronous programming techniques to maintain robust runtime performance, aligning with ongoing efforts to improve the SDK’s resilience and reduce production risk through targeted bug fixes and improved code safety.