During February 2025, Ali Biermann Gürbüz contributed to the LuxDL/Lux.jl repository by enhancing documentation to improve the usability of AutoZygote workflows. Focusing on Julia and leveraging strong documentation skills, Ali clarified the integration process for Zygote within the SimpleRNN example, explicitly detailing dependency and import requirements. This targeted update addressed common onboarding challenges, reducing ambiguity for users adopting Zygote-based auto-differentiation in Lux.jl. While no bugs were fixed during this period, the work provided a clearer path for new users and supported maintainability. The contribution was focused in scope, addressing a specific pain point with a well-documented solution.