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All articles →Immich AI Photo Search: How CLIP, Faces, and Filters Work
Learn how Immich AI photo search combines CLIP, face recognition, OCR, and metadata filters, with steps to enable, tune, and troubleshoot search indexing.
Jellyfin Hardware Transcoding: How GPU Acceleration Works
Understand how Jellyfin hardware transcoding uses GPU decode and encode, compare QSV, VA-API, and NVENC, configure Docker access, and verify playback.
Linux Load Average Explained: What the Numbers Mean
Understand Linux load average, what the 1-, 5-, and 15-minute values measure, how CPU count changes interpretation, and how to diagnose high system load.
Linux Namespaces Explained: How Container Isolation Works
Learn how Linux namespaces isolate processes, networks, mounts, and users, how container runtimes combine them, and how to inspect namespace boundaries safely.
OpenZFS Native Encryption Explained
Learn how OpenZFS native encryption protects dataset contents, manages keys, and supports encrypted replication, with safe setup and verification commands.
Systemd Architecture: Units, Targets, and Dependencies
Understand systemd architecture through units, targets, dependencies, and activation. Learn how Linux services start, relate, and recover using systemd.
Ceph on Proxmox VE: Architecture and Setup
Learn how Proxmox VE uses Ceph for shared VM storage, covering cluster requirements, network and disk planning, setup, health checks, and backup limits.
iSCSI Multipathing Explained: Paths, Failover, and Linux Setup
Understand iSCSI multipathing, how Linux combines redundant storage paths, how failover and ALUA work, and how to configure and verify device-mapper multipath.
K3s on Proxmox: Build a Lightweight Kubernetes Cluster
A practical guide to running K3s on Proxmox, covering VM sizing, networking, installation, storage, backups, and high-availability trade-offs in a home lab.
Kubernetes Homelab: How to Build a Small Cluster
Learn how to build a Kubernetes homelab: compare K3s, MicroK8s, and kubeadm, plan nodes, networks, storage, and safely operate a small cluster at home.
NixOS for a Homelab: Declarative Server Management
Learn how NixOS configuration and system generations help homelab owners reproduce server setups, recover from updates, and protect persistent application data.
SMB Multichannel Explained: Performance and Failover
SMB Multichannel lets one file-sharing session use multiple connections for higher throughput and fault tolerance. Learn how it works and how to test it.
Btrfs vs ZFS: Filesystem Architecture and Trade-offs
Compare Btrfs and ZFS for NAS and home labs, including copy-on-write, checksums, RAID, snapshots, recovery, hardware, and practical selection advice.
Immich Self-Hosting: Architecture, Setup, and Backups
Learn how to self-host Immich for private photo management, including its services, Docker Compose setup, storage design, machine learning, and backups.
Proxmox Backup Server Explained: Architecture and Setup
Learn how Proxmox Backup Server stores, deduplicates, encrypts, and restores VM and container backups, with a practical setup and recovery workflow.









