
Worked on the stackhpc-kayobe-config repository to enhance monitoring and configuration safety for OpenStack environments. Delivered integration of the Ironic Prometheus Metrics Exporter, enabling Prometheus-based observability for Ironic workloads through explicit image tagging and seamless inclusion in Kolla deployments. Updated configuration and release notes ensured the exporter is enabled by default under defined conditions, streamlining future rollouts. Addressed GPU passthrough reliability by implementing a configuration guard that applies PCI device settings only when gpu_group_map is defined, preventing unintended Nova overrides. Utilized skills in configuration management, OpenStack, and YAML to deliver targeted improvements with minimal operational disruption across deployments.
September 2025: Delivered a safety-focused configuration guard in stackhpc-kayobe-config to ensure GPU PCI device configurations are only applied when gpu_group_map is defined, preventing unintended overrides of Nova API, compute, and scheduler configurations in Kayobe-managed OpenStack deployments. This fix mitigates risk in GPU passthrough setups and improves stability across OpenStack clusters.
September 2025: Delivered a safety-focused configuration guard in stackhpc-kayobe-config to ensure GPU PCI device configurations are only applied when gpu_group_map is defined, preventing unintended overrides of Nova API, compute, and scheduler configurations in Kayobe-managed OpenStack deployments. This fix mitigates risk in GPU passthrough setups and improves stability across OpenStack clusters.
January 2025 was focused on delivering enhanced observability for Ironic within the stackhpc-kayobe-config framework. The core delivery was the Ironic Prometheus Metrics Exporter integration, enabling Prometheus-based monitoring of Ironic workloads. The exporter was added to the configuration, with explicit image tagging, and included in the list of Kolla images deployed. Release notes indicate the exporter will be enabled by default under defined conditions, simplifying rollout and consistency across environments. This work positions us to improve capacity planning, SLA monitoring, and incident response with richer metrics.
January 2025 was focused on delivering enhanced observability for Ironic within the stackhpc-kayobe-config framework. The core delivery was the Ironic Prometheus Metrics Exporter integration, enabling Prometheus-based monitoring of Ironic workloads. The exporter was added to the configuration, with explicit image tagging, and included in the list of Kolla images deployed. Release notes indicate the exporter will be enabled by default under defined conditions, simplifying rollout and consistency across environments. This work positions us to improve capacity planning, SLA monitoring, and incident response with richer metrics.

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