Contributed to the openai/openai-python repository by updating the README to provide accurate, realtime usage examples, focusing on realtime connection, session updates, and text output event handling. This work involved refining Python code snippets and aligning documentation with current API semantics to improve clarity for developers integrating realtime features. Emphasized best practices in API integration and documentation, ensuring that onboarding materials addressed previous gaps and reduced potential confusion. The update streamlined developer adoption of realtime capabilities and helped decrease support overhead. Demonstrated disciplined contribution through version-controlled documentation updates, with a focus on maintainability and clear communication of realtime usage patterns.