Good morning — it's Sunday, November 1, 2026. The lead: QNAP's eight-bay USB4 shelf. From the bench: MiniCPM-OCR 1.0, a small document reader for your scan pile. Plus memory for your coding agent, a 2TB SSD deal with a caveat, and a Moon computer on a mini-PC-class drive. Don't keep us a secret: forward this to a fellow home labber, or share the web version.
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When a NAS fills up, the usual choices are bigger drives or a second NAS. QNAP's TL-D810TC4 offers a third: an eight-bay shelf on a single USB4 Type-C cable at up to 40 Gbps, Thunderbolt 3 and 4 compatible, holding up to 208 TB raw.
In QNAP's own lab tests (vendor), a RAID 0 set of eight Samsung 870 EVO 1TB drives read at 2,976 MB/s and wrote at 2,236 MB/s. The limits are printed as plainly: an independent storage pool only — it cannot merge with your NAS's main pool — USB 3 and older ports are not supported at all, and it needs QTS 5.2.x or QuTS hero 5.2.8 or later. QNAP lists no price on the product page, so none runs here. For your rack: a backup target or second pool at cable speed, no second NAS to patch.
MiniCPM-OCR 1.0 is OpenBMB's first OCR-specific model, open-sourced on October 28. It is a specialist, not a chat model: point it at scans and skewed photos and it pulls out text, tables, formulas, charts, and seals in Chinese and English. Honest limits: those are its only two primary languages, and downloads are still small.
Verdict: on OpenBMB's own numbers, this tops the open OCR models it compares against — every score below is the vendor's, with no independent replication yet. Higher is better; MiniCPM-OCR's score is the only one published in text for the first two lines.
Real5-OmniDocBench: 93.68 for MiniCPM-OCR 1.0 (vendor) — run in OpenBMB's harness only.
OCRBench v2: 54.7 for MiniCPM-OCR 1.0 (vendor) — run in OpenBMB's harness only.
Throughput: 1.2 pages per second on an RTX 5090 (vendor) — about 1.49x PaddleOCR-VL-1.6 and 3.62x MinerU2.5 Pro on the same test.
Evidence: all figures come from OpenBMB's model card; nobody independent has published a run yet.
Setup notes: vLLM, SGLang, llama.cpp, and Ollama from day one, with quantized variants. Difficulty: drop-in.
GitHub find: a memory layer for coding agents. claude-mem captures what your agent does in a session, compresses it with AI, and injects the relevant context back into future sessions — 108,027 stars, Apache 2.0, running locally on SQLite and Chroma across the major coding agents. One catch: the default installer steers you toward a hosted observer sign-in; the local provider is opt-in.
A 2TB SSD deal, with the caveat printed. Samsung's 990 PRO 2TB is $409.99 at Best Buy, checked October 31 — in stock, in the DoorBOOsters sale that ends Sunday, marked as $230 off a $639.99 comparable value. That is 36% off Best Buy's own comparison price in a year when storage prices ran up — not a return to last year's prices.
Frigate users: take 0.18.2 soon. The 0.18.2 maintenance release fixes three security issues in the 0.18 line, two of them remote-code-execution-as-root holes. If your NVR runs 0.18.x, pull it at your next window.
The Moon computer runs a mini-PC-class drive. HPE's Spaceborne Computer-4 is a fanless module cooled by a radiator, built to run language-model search and vision workloads on a lunar rover — and its storage is a Kioxia BG-series M.2 SSD, the same class of DRAM-less drive ServeTheHome notes you might find in a low-cost mini PC.
Sunday, 6:05 PM. The VM that runs your home DNS fails to boot after an update: every device joins the Wi-Fi happily, and nothing can resolve a single name. Dinner guests arrive in an hour. On the shelf: a spare Pi and last month's backup of your DNS config.
Your call:
A. Point the router straight at a public resolver and call it fixed for the night
B. Start the spare Pi on the backed-up DNS config, point the router at it as primary with a public resolver second, and fix the VM after the guests leave
C. Roll back the VM snapshot and keep debugging it while the house stays offline
100 Hero Points for the right call. Your score is on the outcome page, ready to share.
Be less curious about people and more curious about ideas.
— Marie Curie
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How we source: facts come from primary sources opened for this issue. Benchmarks are labeled (vendor), (independent), or (community), never blended. Deal prices are checked the day they run. This is not buying advice.
Corrections: none today.
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