Developed a comprehensive Memory Rebalance Tutorial for the openbraininstitute/neurodamus repository, focusing on documentation to address Out Of Memory issues in large circuit simulations. The work detailed step-by-step workflows for memory management, including dry-run procedures, model instantiation, rebalancing, and command-line simulation, all authored in reStructuredText (rst). By updating and clarifying the documentation, the developer enhanced onboarding for new contributors and improved reproducibility for users deploying large-scale simulations. The technical approach emphasized clear, actionable guidance, reducing friction in memory management tasks and supporting business goals of reliability and scalability without introducing core code changes during the documented period.