In December 2024, Marinus Nic Struwig delivered a comprehensive overhaul of the OpenBB Copilot Documentation and Usage Guide within the OpenBB-finance/openbb-docs repository. Focusing on AI integration and technical writing, he restructured the Markdown-based documentation to clarify Copilot’s interactions with data sources, artifact generation such as charts and tables, and web search capabilities. His work emphasized best practices for prompting, stepwise reasoning, and citation, directly addressing transparency and usability concerns. By providing clearer onboarding guidance and detailed usage instructions, Marinus improved the developer experience, reduced support requirements, and facilitated more reliable adoption of Copilot’s features across the OpenBB platform.