October 2025 monthly summary focusing on key accomplishments, business value, and technical achievements across skypilot-catalog and skypilot. Highlights include Shadeform Cloud Provider Integration enabling in-platform management of Shadeform resources, and standardization of GPU memory units in Shadeform Catalog for data consistency and improved UX. These efforts reduced onboarding friction, improved catalog integrity, and laid groundwork for future provider integrations.

In September 2025, delivered the Shadeform VM catalog expansion in the skypilot-catalog repo, adding a new Shadeform VM catalog CSV with instance types, specs, pricing, and regional availability, and introduced a TotalGpuMemoryInMiB field to existing Shadeform VM entries. This work enhances catalog accuracy, pricing decisions, and regional coverage for customers relying on Shadeform data. No explicit bug fixes were reported this month; the focus was on feature delivery and data model improvements that enable downstream improvements in search, filtering, and cost estimation.