Insights and hands-on guides on frontend, backend, databases, IT infrastructure, and AI solutions.
Our Servers Catch Burglars Every Day — TREEWALL Field Test Report
NVMe Storage Benchmark: Optane to HDD — 20 Devices Compared with fio
Local AI Video Generation with ComfyUI + Wan 2.2 — An RTX PRO 6000 96GB Build Log
Structuring Unstructured Documents with an LLM — Measured Accuracy on a 19-Item Menu
Guarding the Front Door of Your Network — TREEWALL, an AI Security Gateway
We tested LG AI Research's EXAONE 4.5-33B on RTX PRO 6000 on launch day. FP8 failed, custom fork needed, BF16 at 22 TPS, 100% safety. Full 12-scenario 85-question benchmark results.
Gemma 4 benchmark on RTX PRO 6000 Blackwell — 8 setup attempts, 3 model comparison (Qwen3-32B, Gemma4-31B, Gemma4-26B MoE), and the surprising MoE speed advantage.
6 local LLMs tested on 30 real-world business questions across manufacturing, SaaS, and healthcare — which model handles domain-specific tasks best?
Build a CCTV Recording Server Without an NVR — RTSP + ffmpeg + systemd, 180-Day Retention
Our MoE Model Started Spewing Garbage — What Auditing All 18,432 Expert Weights Revealed
What We Learned Building and Auditing 990 AI-Generated English Learning Scenes
BGE-M3 vs mE5-Large — Comparing Korean RAG Search Quality Head to Head
Recovering winget and Windows Terminal on a Windows 11 Box Where the Microsoft Store Won't Open
