Latest Blog
Do Huge Pages Give Home-Lab VMs a Measurable Performance Advantage?
Huge Pages can help TLB-heavy, memory-intensive VMs, but most home-lab workloads should benchmark first because reserved RAM reduces flexibility.
Which Backup Layer Should Own Encryption Keys: Client, Repository, or Off-Site Target?
Keep backup content keys with the backup client or encrypted repository, then use off-site server-side encryption as a second layer, not the only layer.
Wi-Fi 8 vs 10GbE for a Home NAS: Will Wireless Finally Replace Ethernet?
Wi-Fi 8 may replace client cables, not the NAS backbone. See why faster wireless can make a 10GbE wired core more useful.
Gemini 3.8 Flash vs Claude Fable 5.1 vs Muse Spark 1.3: What Actually Makes an AI Agent Efficient?
Three models, three efficiency strategies: more useful reasoning, cheaper context reuse, or fewer unnecessary agent steps.
Gemini 3.8 Flash vs Muse Spark 1.3: Which AI Agent Is More Efficient for Long-Running Work?
Gemini works harder when needed; Muse tries to waste fewer steps. Compare their different approaches to long-running AI agent efficiency.
Home Assistant vs openHAB: Which Fits Whole-Home Device Control Better?
Home Assistant favors UI-first setup and HAOS; openHAB favors explicit Things, Items, bindings, and flexible rules. Verify exact devices first.
Four-Core vs Eight-Core CPU for Jellyfin: Which One Matches HDR Playback With Subtitles?
A modern four-core CPU with working hardware acceleration can beat eight software-only cores; eight cores matter mainly for CPU fallback and co-hosting.
Does a Dedicated Database Host Give Jellyfin a Real Reliability Advantage?
For current stable Jellyfin, a fast local database plus tested backups is usually safer; a separate database host is not yet the default reliability route.
