Automation
AgenticOps for Network Engineers: Useful Automation or Marketing Term?
AgenticOps is useful only when it is grounded in telemetry, topology, approvals, simulation, and rollback. Here is how network engineers should evaluate it.
Cisco Cloud Control Explained: What It Means for Network Operations
Cisco Cloud Control is more than another dashboard. It is Cisco’s attempt to make cross-domain operations, AI Canvas, telemetry, agents, and governed workflows part of one operating model.
Plex Homelab Architecture: Storage, GPU Transcoding, and Library Design
A beginner-friendly but technical architecture guide for building a Plex, Sonarr, Radarr, SABnzbd, Prowlarr, and Tdarr homelab that is fast, recoverable, and easy to operate. Rights and lawful use: Apply this architecture only to a library you are entitled to store, organize, back up, and transcode. A technically functional acquisition or processing path does not […]
Building a Production-Grade Tdarr GPU Transcoding Stack for a Homelab
A practical Tdarr automation pattern for GPU-based HEVC 10-bit transcoding, Plex and Arr refreshes, HDR guardrails, scheduled worker limits, and daily review reporting.