
Luke Houge engineered storage modernization and media stack optimization for the rajsinghtech/kubernetes-manifests repository, focusing on scalable, reliable deployments. He implemented SMB-based persistent volumes and migrated Frigate and Immich workloads to Ceph-backed storage, enhancing synchronization and reducing deployment inconsistencies. Using Kubernetes manifests, Shell scripting, and YAML, Luke introduced migration workflows and tuned synchronization processes to improve resource usage and predictability. He also reorganized media applications like Jellyfin and Plex for efficient storage and cost management, coordinating scale operations and backup hardening. The work demonstrated depth in DevOps, infrastructure as code, and cloud-native storage, resulting in robust, repeatable deployment patterns.
April 2025 monthly summary for rajsinghtech/kubernetes-manifests: focus on storage-efficient Frigate deployment tuning and comprehensive media stack reorganization to optimize cost, availability, and AI-based event analysis. Implemented migration-safe storage migrations to short-snapshot drives, coordinated scale operations for Jellyfin, Plex, Radarr, Sonarr, Lidarr, Transmission, Bazarr, Readarr, and Tdarr, and hardened backup/config management. Result: reduced storage footprint, improved AI event retention, and a scalable, repeatable deployment pattern.
April 2025 monthly summary for rajsinghtech/kubernetes-manifests: focus on storage-efficient Frigate deployment tuning and comprehensive media stack reorganization to optimize cost, availability, and AI-based event analysis. Implemented migration-safe storage migrations to short-snapshot drives, coordinated scale operations for Jellyfin, Plex, Radarr, Sonarr, Lidarr, Transmission, Bazarr, Readarr, and Tdarr, and hardened backup/config management. Result: reduced storage footprint, improved AI event retention, and a scalable, repeatable deployment pattern.
March 2025 monthly summary for rajsinghtech/kubernetes-manifests. Focused on storage modernization, Frigate integration stabilization, and migration workflows, with a strong emphasis on reliability and scalability. Delivered SMB-based persistent volumes for shared storage; re-enabled Frigate integration and moved its configuration back to UNAS to support Ceph-backed deployments; introduced Immich migration workflow with size and sync enhancements; implemented extensive general synchronization improvements and tuning; migrated Frigate to Ceph-backed storage with scaling and synchronization; completed targeted bug fixes including Immich mounts, removal of Immich staging path, and overall stability improvements. Tech stack demonstrated includes Kubernetes manifests, Ceph, SMB, Frigate, Immich, rsync, and NFS, reflecting strong automation, migration planning, and performance-conscious tuning. Business value: improved storage flexibility, scalable media processing, reduced deployment inconsistencies, and more predictable sync cycles.
March 2025 monthly summary for rajsinghtech/kubernetes-manifests. Focused on storage modernization, Frigate integration stabilization, and migration workflows, with a strong emphasis on reliability and scalability. Delivered SMB-based persistent volumes for shared storage; re-enabled Frigate integration and moved its configuration back to UNAS to support Ceph-backed deployments; introduced Immich migration workflow with size and sync enhancements; implemented extensive general synchronization improvements and tuning; migrated Frigate to Ceph-backed storage with scaling and synchronization; completed targeted bug fixes including Immich mounts, removal of Immich staging path, and overall stability improvements. Tech stack demonstrated includes Kubernetes manifests, Ceph, SMB, Frigate, Immich, rsync, and NFS, reflecting strong automation, migration planning, and performance-conscious tuning. Business value: improved storage flexibility, scalable media processing, reduced deployment inconsistencies, and more predictable sync cycles.

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