During April 2025, Lim Zui Young focused on stabilizing the data ingestion pipeline for the GovTechSG/oobee repository by addressing a critical payload overflow issue in Crawlee data pushes. Using TypeScript and leveraging data handling and web scraping skills, Lim introduced a truncateHtml utility that enforces a 5KB HTML limit per data item. This technical solution prevents memory issues by capping oversized HTML content, reducing the risk of failures and improving reliability for downstream analytics and monitoring. The work, though limited to a single targeted bug fix, demonstrated careful attention to system stability and maintainability within a complex data processing environment.