December 2025 monthly summary focusing on delivering scalable Monarch deployment on Kubernetes via SkyPilot, with a new SkyPilotJob class to provision Monarch workers on Kubernetes clusters and cloud VMs. This work expands where Monarch can run, enabling distributed computing across major cloud providers and reducing onboarding friction for multi-node deployments. Included end-to-end getting-started workflow and documentation, along with an example script to deploy Monarch on Kubernetes using SkyPilot. Validated the approach by running the Monarch getting-started example on a multi-node CoreWeave Kubernetes cluster with H200 GPUs. Identified performance optimizations and networking considerations for future iterations.

September 2025 monthly summary for NVIDIA/NeMo-Run focusing on reliability improvements, documentation coherence, and cross-version compatibility. Highlights include cluster startup reliability enhancements, documentation consistency fixes, and SkyPilot compatibility adjustments with minimal disruption and measurable impact on deployment velocity.