Brandon focused on improving documentation quality in the UKGovernmentBEIS/inspect_ai repository, addressing a critical issue with the InterCode CTF dataset’s source code link. He identified and corrected a misleading URL, ensuring users could reliably access the correct dataset resources. Using Markdown and version control tools, Brandon implemented a targeted documentation fix that aligned the project’s documentation with its actual codebase. This update reduced potential confusion for analysts and developers, supporting smoother onboarding and reproducibility. While the scope was limited to a single bug fix over one month, the work demonstrated careful attention to detail and a commitment to user experience.