Worked on stabilizing the Content Recommendations workflow in the awslabs/mcp repository by addressing a reliability issue related to API endpoint configuration. Focused on backend development and API integration using Python, the developer corrected the endpoint URL to ensure the application consistently fetched recommendations from the intended service, thereby preventing misrouting and improving both user experience and analytics accuracy. The solution included thorough testing to validate the fix and updates to project documentation to reflect the changes. This work demonstrates attention to detail in maintaining service connectivity and highlights a methodical approach to troubleshooting and resolving production issues within a collaborative environment.