During December 2025, Voctory enhanced the developer experience for the openai/codex repository by standardizing the local development workflow. They introduced updated developer documentation that guided contributors to use the 'just' CLI helpers, such as 'just fmt' and 'just fix -p <crate>', replacing legacy cargo commands. Voctory relocated the justfile to the repository root, aligning local workflows with CI linting and testing procedures. Their work focused on improving onboarding and consistency by updating contributing and installation guides. This effort leveraged skills in CI/CD, developer workflow optimization, and documentation, primarily utilizing Markdown to ensure clarity and maintainability across the project.