During April 2025, Eclbg enhanced the elie222/inbox-zero repository by implementing Tinybird Forward compatibility, focusing on reliable data routing and integration stability. Eclbg introduced TYPE endpoint directives to two pipe files, ensuring correct endpoint interpretation within Tinybird Forward while minimizing risk to existing pipelines through metadata-level, non-invasive changes. The work leveraged data engineering skills and deep familiarity with Tinybird and SQL, resulting in a focused, well-documented commit that preserved current behavior. No bugs were reported or fixed during this period, reflecting a stable codebase. The update improved downstream reliability and set the foundation for future forward-compatible integrations.