Over a two-month period, 3maisons focused on targeted improvements in the XRPLF/xrpl-dev-portal and XRPLF/rippled repositories, addressing reliability and safety concerns. In the dev portal, they enhanced documentation by correcting a dead link in the rate-limiting guide, ensuring developers could access accurate source references and improving onboarding. For rippled, 3maisons refactored the beast::rngfill function in C++, separating memory copy locations from content calculations to mitigate GCC array-bounds warnings and reduce memory-safety risks. Their work demonstrated attention to low-level programming, compiler warning mitigation, and memory management, resulting in more maintainable code and safer future optimizations without introducing new features.