Latest Blog
Why Does a Degraded NAS Array Slow Down Even Before Rebuilding Starts?
Explains the pre-rebuild performance drop caused by degraded reads, lost mirror parallelism, parity reconstruction, drive timeouts, queue pressure, and reduced redundancy.
How Does ZFS Record Size Affect NAS Compression and Snapshot Space?
Explains how the ZFS recordsize ceiling shapes compression blocks, partial rewrites, snapshot divergence, metadata density, and workload-specific dataset tuning.
15 Reusable AI Prompts for Work: Clarify, Plan, Write, Review, and Decide
Copy 15 reusable AI prompts for clarifying tasks, planning work, drafting content, reviewing outputs, and making better decisions.
How to Run Kimi K3 Locally: Hardware, Memory, and Deployment Limits
A pre-release deployment analysis of Kimi K3 covering its 2.8T sparse MoE architecture, theoretical MXFP4 weight-memory floor, accelerator topology, context overhead, and the difference between cluster deployment and ordinary home-server hardware.
Why Can NAS Metadata Corruption Make Intact File Data Unreachable?
Explains the metadata path from filename to data blocks, why device health can appear normal, how metadata checksums detect damage, and why high-level tree corruption can hide many intact files.
How Do Checksums Detect and Redundancy Repair Bit Rot in a Home NAS?
Separates checksum detection from redundancy-based repair and explains read verification, scrub coverage, parity limits, uncorrectable damage, and backup boundaries.
Why Can a Large Snapshot History Slow and Complicate Home NAS Recovery?
Explains why a large snapshot history is not simply a linear chain and how restore selection, shared extents, deletion work, replication bases, and application consistency shape recovery.
How Does Write Ordering Protect a NAS Filesystem After Power Loss?
A mechanism-first guide to journals, commit records, ordered data, flushes, controller caches, and copy-on-write roots after an unexpected shutdown.
