Month: Oct 2025 delivered notable enhancements across two repositories focused on observability, cluster health, and reliable drift management. In nebius/soperator, introduced kube_node_labels metric for Kubernetes and extended Slurm observability, with Helm vm-stack.yaml updates to configure the Prometheus exporter and define custom resource metrics. Also implemented an experiment on driftDetection.default for Helm releases, setting it to warn to reduce noise and subsequently reverting to enabled based on feedback. In nebius/nebius-solutions-library, launched a Cluster Health & Overview dashboard with UID pinning to provide a more navigable, comprehensive view of cluster health.

Sep 2025 performance summary: Delivered a cohesive set of features enhancing storage provisioning, observability, and GPU deployment across nebius/soperator and nebius/nebius-solutions-library. Implemented NFS Server on Kubernetes with FluxCD to provide persistent storage for HPC workloads (NFS CSI driver, dedicated PVCs, improved docs). Added DCGM Exporter enhancements including driverless mode, toolkit validation, and image version bumps to maintain reliable HPC job mapping. Extended Prometheus node-exporter configuration to support extraArgs via Helm values for flexible monitoring. Exposed SlurmCluster metrics through KubeStateMetrics to improve cluster observability. Introduced driverless GPU deployment and metrics optimization in the solutions library, enabling pre-installed drivers with cleaner metric collection. These efforts improve reliability, deployment velocity, and visibility, delivering tangible business value for HPC workloads and platform operations.

2025-08 Monthly Summary for nebius/soperator focusing on business value, reliability, and technical achievement. Delivered two core features with enhancements to monitoring and storage, enabling scalable, observable, and maintainable deployments.

May 2025 focused on delivering end-to-end observability improvements and GPU monitoring across libraries and operator, including unified dashboards, DCGM exporter integration, and secure, flexible Grafana access. Key reliability fixes and deployment improvements increased visibility, reduced onboarding friction, and aligned versions for smoother operations.