Worked on the ServiceNow/Fast-LLM repository to enhance documentation accuracy and consistency, focusing on aligning technical materials with the current codebase and licensing requirements. Addressed a key documentation bug by updating copyright years and ensuring license metadata reflected recent changes. Improved onboarding by revising quick-start guides to support Python 3.12, replacing outdated references to Python 3.10, and standardizing terminology such as correcting 'Huggingface' to 'HuggingFace.' Utilized Markdown and YAML to implement these updates, which clarified environment requirements and branding. This work laid a foundation for future feature development by reducing onboarding friction and improving documentation maintainability for the team.