Worked on the elie222/inbox-zero repository to deliver Tinybird Forward compatibility by introducing TYPE endpoint directives to two pipe files, ensuring accurate endpoint interpretation within the data pipeline. Focused on metadata-driven configuration, the changes were minimally invasive and preserved existing pipeline behavior, reducing risk to ongoing operations. Leveraged skills in Data Engineering and Tinybird, with SQL as the primary language, to enable reliable data routing and forward-compatibility for downstream integrations. The work was delivered as a focused, well-documented commit, reflecting a clean and cautious approach to code changes. No major bugs were reported or addressed during this period.