
Justin Riley engineered and maintained the OCP-on-NERC/nerc-ocp-config repository, delivering robust OpenShift infrastructure and configuration management over 13 months. He implemented scalable storage, GPU scheduling, and secure access controls, using YAML, Shell, and Kubernetes to automate deployments and streamline upgrades. His work included integrating monitoring with Nagios, standardizing network configurations via udev and NMState, and enhancing RBAC for application and CRD access. By leveraging Infrastructure as Code and DevOps practices, Justin improved cluster reliability, security, and upgrade readiness. His contributions addressed real-world operational challenges, demonstrating depth in cloud infrastructure, system administration, and continuous delivery for production environments.

February 2026 monthly summary for OCP-on-NERC/nerc-ocp-config: Key features delivered include an upgrade of the RHOAI core to 2.22.3 and NVIDIA networking/RDMA enhancements in the OCP test clusters, along with a stability fix for the Authorino operator. These changes broaden functionality, enable high-performance networking in test environments, and improve overall reliability of the model-registry-operator-controller-manager. The work drives business value by expanding capabilities, accelerating test cycles, and reducing incident risk in production-like environments.
February 2026 monthly summary for OCP-on-NERC/nerc-ocp-config: Key features delivered include an upgrade of the RHOAI core to 2.22.3 and NVIDIA networking/RDMA enhancements in the OCP test clusters, along with a stability fix for the Authorino operator. These changes broaden functionality, enable high-performance networking in test environments, and improve overall reliability of the model-registry-operator-controller-manager. The work drives business value by expanding capabilities, accelerating test cycles, and reducing incident risk in production-like environments.
January 2026 monthly summary for OCP-on-NERC/nerc-ocp-config: focused on delivering scalable, storage-rich, and reliably managed OpenShift configurations. Achievements include deploying NFS-based shared storage for multi-pod RWX access, expanding monitoring PVC capacity to support growing metrics, and implementing udev rules for Mellanox NICs to improve network reliability and device management on H100 nodes. These efforts reduce storage contention, prevent data loss, and strengthen cluster management across production environments.
January 2026 monthly summary for OCP-on-NERC/nerc-ocp-config: focused on delivering scalable, storage-rich, and reliably managed OpenShift configurations. Achievements include deploying NFS-based shared storage for multi-pod RWX access, expanding monitoring PVC capacity to support growing metrics, and implementing udev rules for Mellanox NICs to improve network reliability and device management on H100 nodes. These efforts reduce storage contention, prevent data loss, and strengthen cluster management across production environments.
Monthly summary for 2025-12: OCP-on-NERC/nerc-ocp-config delivered three key improvements focused on reliability, access control, and security.
Monthly summary for 2025-12: OCP-on-NERC/nerc-ocp-config delivered three key improvements focused on reliability, access control, and security.
Nov 2025 monthly summary for the nerc-ocp-config module focused on security hardening and configuration reliability for OpenShift-based RHOAI deployments. Key changes include integrating the default OpenShift ingress certificate for the kserve/istio gateway and fixing an Ingress type typo across YAML configs, delivering clear business and technical value.
Nov 2025 monthly summary for the nerc-ocp-config module focused on security hardening and configuration reliability for OpenShift-based RHOAI deployments. Key changes include integrating the default OpenShift ingress certificate for the kserve/istio gateway and fixing an Ingress type typo across YAML configs, delivering clear business and technical value.
In Oct 2025, delivered key production operator upgrades and dependency alignment for OCP-on-NERC/nerc-ocp-config, focusing on stabilizing the production stack and enabling smoother future upgrades. The work centered on upgrading the RHOAI operator in ner c-ocp-prod and addressing API compatibility for Authorino to ensure dependency resilience across the stack.
In Oct 2025, delivered key production operator upgrades and dependency alignment for OCP-on-NERC/nerc-ocp-config, focusing on stabilizing the production stack and enabling smoother future upgrades. The work centered on upgrading the RHOAI operator in ner c-ocp-prod and addressing API compatibility for Authorino to ensure dependency resilience across the stack.
September 2025 monthly summary for nerc-ocp-config: Led the OpenShift 4.19 upgrade cycle across production and infra, strengthened upgrade readiness with operator lifecycle updates, improved Vault image pull reliability, and cleaned up legacy secret stores. Delivered measurable business value through increased cluster stability, faster upgrade readiness, and simplified configuration management.
September 2025 monthly summary for nerc-ocp-config: Led the OpenShift 4.19 upgrade cycle across production and infra, strengthened upgrade readiness with operator lifecycle updates, improved Vault image pull reliability, and cleaned up legacy secret stores. Delivered measurable business value through increased cluster stability, faster upgrade readiness, and simplified configuration management.
August 2025 monthly summary for OCP-on-NERC/nerc-ocp-config: Delivered a set of EDU, infra, and platform improvements that enhance reliability, security, observability, and deployment velocity. Focused work on version control, secret management, overlays, and platform readiness to enable safer upgrades and scalable operations.
August 2025 monthly summary for OCP-on-NERC/nerc-ocp-config: Delivered a set of EDU, infra, and platform improvements that enhance reliability, security, observability, and deployment velocity. Focused work on version control, secret management, overlays, and platform readiness to enable safer upgrades and scalable operations.
July 2025: Delivered Edu cluster networking standardization in nerc-ocp-config. Implemented MachineConfig-based changes to disable predictable NIC naming and apply per-driver udev rules, enabling consistent NIC naming and improved device recognition across the edu cluster. No major bugs fixed this month; the work establishes a stable foundation for reliable deployments and easier maintenance. Technologies demonstrated include MachineConfig, udev rule customization, and OpenShift/Kubernetes cluster management.
July 2025: Delivered Edu cluster networking standardization in nerc-ocp-config. Implemented MachineConfig-based changes to disable predictable NIC naming and apply per-driver udev rules, enabling consistent NIC naming and improved device recognition across the edu cluster. No major bugs fixed this month; the work establishes a stable foundation for reliable deployments and easier maintenance. Technologies demonstrated include MachineConfig, udev rule customization, and OpenShift/Kubernetes cluster management.
June 2025 monthly highlights for OCP-on-NERC/nerc-ocp-config: Key features delivered: - SSH keys rotation and admin access hardening: updated SSH authorized_keys on master and worker nodes; replaced the old admin key with a new one and added a debugging key for secure/debug access. - Node Feature Discovery upgrade to OpenShift 4.17: upgraded NFD image to v4.17 to align with OpenShift 4.17 upgrade path. - OpenShift cluster upgrade cycle: executed a multi-step upgrade path from 4.15.51 → 4.16.41 → 4.17.31, addressing API removals compatibility across the prod environment. - OpenShift operators and components upgrades: updated core operators and components (ODF, logging, RHOAI, knative-serving, GPU operator) to the latest stable versions. - ArgoCD monitoring enhancements: enabled Nagios monitoring of ArgoCD resources by granting access to the ArgoCD API group and related health checks. Major bugs fixed: - Reverted htpasswd authentication in production and removed htpasswd from kustomization.yaml to restore a secure baseline. Overall impact and accomplishments: - Improved security posture through htpasswd removal and SSH key hardening; enhanced upgrade readiness and API compatibility with OpenShift 4.17; boosted observability with ArgoCD Nagios monitoring; and streamlined network configuration management via centralized IP forwarding practices. Technologies/skills demonstrated: - OpenShift 4.17 upgrade path, Node Feature Discovery, multi-step cluster upgrades, operator/component upgrades, ArgoCD RBAC monitoring, SSH key management, and centralized network configuration." ,
June 2025 monthly highlights for OCP-on-NERC/nerc-ocp-config: Key features delivered: - SSH keys rotation and admin access hardening: updated SSH authorized_keys on master and worker nodes; replaced the old admin key with a new one and added a debugging key for secure/debug access. - Node Feature Discovery upgrade to OpenShift 4.17: upgraded NFD image to v4.17 to align with OpenShift 4.17 upgrade path. - OpenShift cluster upgrade cycle: executed a multi-step upgrade path from 4.15.51 → 4.16.41 → 4.17.31, addressing API removals compatibility across the prod environment. - OpenShift operators and components upgrades: updated core operators and components (ODF, logging, RHOAI, knative-serving, GPU operator) to the latest stable versions. - ArgoCD monitoring enhancements: enabled Nagios monitoring of ArgoCD resources by granting access to the ArgoCD API group and related health checks. Major bugs fixed: - Reverted htpasswd authentication in production and removed htpasswd from kustomization.yaml to restore a secure baseline. Overall impact and accomplishments: - Improved security posture through htpasswd removal and SSH key hardening; enhanced upgrade readiness and API compatibility with OpenShift 4.17; boosted observability with ArgoCD Nagios monitoring; and streamlined network configuration management via centralized IP forwarding practices. Technologies/skills demonstrated: - OpenShift 4.17 upgrade path, Node Feature Discovery, multi-step cluster upgrades, operator/component upgrades, ArgoCD RBAC monitoring, SSH key management, and centralized network configuration." ,
May 2025 monthly summary for OCP-on-NERC/nerc-ocp-config focusing on key features delivered, bugs fixed, and overall impact. Key context: Month = 2025-05. Features and bugs worked on span three main initiatives aimed at enhancing observability, reliability, and configuration stability across OCP environments.
May 2025 monthly summary for OCP-on-NERC/nerc-ocp-config focusing on key features delivered, bugs fixed, and overall impact. Key context: Month = 2025-05. Features and bugs worked on span three main initiatives aimed at enhancing observability, reliability, and configuration stability across OCP environments.
April 2025: Delivered NVIDIA H100 GPU support across ocp-test and ocp-prod clusters in nerc-ocp-config, enabling proper workload identification, scheduling, and utilization of H100 GPUs. Implemented H100 tolerations, updated daemonsets and configmaps, and introduced an AcceleratorProfile for H100. This work provides improved performance for GPU-intensive workloads and aligns with the roadmap to support next-gen GPUs across environments.
April 2025: Delivered NVIDIA H100 GPU support across ocp-test and ocp-prod clusters in nerc-ocp-config, enabling proper workload identification, scheduling, and utilization of H100 GPUs. Implemented H100 tolerations, updated daemonsets and configmaps, and introduced an AcceleratorProfile for H100. This work provides improved performance for GPU-intensive workloads and aligns with the roadmap to support next-gen GPUs across environments.
January 2025 monthly summary for nerc-ocp-config focused on delivering GPU scheduling and access enablement for OpenShift Data Foundation (ODF) and NVIDIA DaemonSets, hardening production configuration for rook-ceph, and aligning production baselines with governance standards. The work improves production GPU workload reliability and reduces configuration drift across environments, supporting higher throughput and more predictable scheduling for GPU workloads.
January 2025 monthly summary for nerc-ocp-config focused on delivering GPU scheduling and access enablement for OpenShift Data Foundation (ODF) and NVIDIA DaemonSets, hardening production configuration for rook-ceph, and aligning production baselines with governance standards. The work improves production GPU workload reliability and reduces configuration drift across environments, supporting higher throughput and more predictable scheduling for GPU workloads.
Monthly work summary for 2024-11 focused on OCP-on-NERC/nerc-ocp-config. Implemented four feature deliveries that improve capacity, secret management, stability, and observability. All changes are tracked via explicit commits in the repository.
Monthly work summary for 2024-11 focused on OCP-on-NERC/nerc-ocp-config. Implemented four feature deliveries that improve capacity, secret management, stability, and observability. All changes are tracked via explicit commits in the repository.
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