Worked on the moltbot/moltbot repository to enhance telemetry data privacy by addressing a diagnostic ID attribute issue. Implemented a fix in TypeScript to ensure that only camelCase IDs are exported, removing snake_case attributes that could potentially leak sensitive information. Developed and integrated unit and integration tests to verify that these attributes are properly dropped before export, thereby reinforcing the integrity and privacy compliance of the telemetry pipeline. Collaborated through code review to maintain high standards in full stack development and testing. This work reduced the risk of sensitive data exposure and improved the overall quality of analytics data.