Worked on the alan-turing-institute/autoemulate repository with a focus on code maintenance and documentation integrity. Addressed a bug by updating a broken URL reference in the Projectile.py file, ensuring it accurately pointed to the simulation code’s new location in the mogp-emulator demos directory. This change improved cross-repository traceability and reduced potential confusion for future contributors. Utilized Python and Git to implement the fix, demonstrating attention to codebase hygiene and reliable documentation practices. The work prioritized maintainability over new feature development, supporting smoother onboarding and reducing the risk of regressions by keeping references current and aligned with project structure.