During October 2025, Norsaad enhanced capacity planning for Cluster Manager in the MicrosoftDocs/azure-stack-docs repository. He introduced explicit documentation of capacity requirements, detailing supported VM SKUs and their configurations to guide resource allocation and scaling decisions. Using Azure and cloud infrastructure expertise, Norsaad focused on Markdown-based documentation to clarify upgrade-scaling considerations, helping teams align provisioning with upgrade paths and reduce deployment risks. His work established a traceable baseline for future planning, emphasizing clarity and technical depth. No bugs were addressed during this period, as the primary focus was on delivering robust, actionable documentation to support reliable infrastructure upgrades and planning.