Worked on the OpenmindAGI/OM1 repository to enhance the schema generation workflow by improving its observability and maintainability. Focused on backend development using Python, the developer replaced basic print statements with a structured logging framework, enabling more effective error tracking and information logging throughout the process. This change standardized how logs are handled, making it easier to diagnose issues and increasing confidence in the reliability of generated schemas. By removing redundant print calls and implementing consistent logging practices, the work contributed to a more maintainable codebase and streamlined troubleshooting for future development and operational monitoring within the project.