Worked on the harupy/mlflow repository to enhance the quality and accuracy of project documentation, focusing on the manual tracing section. Used Python and documentation best practices to remove an unused parameter from the invocation() example, ensuring the documentation accurately reflected the current implementation. This update improved clarity for contributors and streamlined onboarding by reducing confusion around function usage. No major bugs were addressed during this period, as the primary emphasis was on maintaining high documentation standards. The work demonstrated attention to detail and a commitment to documentation-driven maintainability, supporting the overall reliability and usability of the Python-based codebase.