Worked on the mindsdb/mindsdb repository to deliver enhanced integration secrets visibility, focusing on backend development and API integration using Python. The feature removed the logic that previously hid sensitive secrets, making them visible by default to improve transparency for debugging and monitoring integration configurations. A deprecation warning was introduced for the 'show_secrets' parameter, establishing a clear path for future policy changes and reducing the risk of legacy configuration issues. This approach enabled teams to diagnose issues more efficiently and adapt to evolving security practices, while also leveraging logging improvements to provide better operational insight into integration management workflows.