Good morning — it's Sunday, October 25, 2026. A one-day-old 33B called Nanbeige4.3 claims the agentic crown from Qwen3.8-27B — on vendor numbers, so bring salt. PostgreSQL 19 slipped to November because AI code review got too good at finding bugs. Plus a ten-port mini PC and an 18TB drive deal. Don't keep us a secret: forward this email to a fellow home labber, or share the web version.
Nanbeige4.3-33B hit Hugging Face yesterday, built as a teacher: the flagship meant to anchor distilling agent skills into smaller models, an upcoming 3B included. It aims squarely at agentic coding and office-cowork tasks, carries a 512K context, and speaks the dense, llama-style architecture your existing stack already runs. Specs are from Nanbeige's model card and config.
The headline claim: 80.9 on Terminal-Bench 2.1, the agentic test this bench watches first — ahead of the local leader Qwen3.8-27B's 73.0. Both numbers are vendor-reported, and the challenger's is one day old and unreplicated: read it as a claim, not a measurement. The bench below has the full pairing and the fine print.
Why it leads: a fresh, openly licensed challenger at a size a home rig can actually run is the event this newsletter exists to catch. Community GGUF builds landed within a day, so the home route already exists — if the claim survives independent runs, the local leader changes this week.
On Terminal-Bench 2.1, Nanbeige posts 80.9 (vendor) against 73.0 for Qwen3.8-27B, the local leader — whose own card reports the same 73.0, so the leader's number is not in dispute. The challenger's is one day old and unreplicated; read it as a claim, not a measurement. On SWE-Bench Pro the paper scores sit at 60.3 versus 61.7, but the two cards used different harnesses, so call that a wash.
Setup notes: Light setup. The card's own recipes are server-flavored — Transformers, SGLang, vLLM — but community GGUF builds, bartowski's among them, landed within a day, so llama.cpp is the home route. For agent work the card wants temperature 1.0, top-p 0.95, and reasoning kept in the history across turns.
PostgreSQL 19 slipped to November 19 — AI review found more bugs than the schedule could hold. The RC 1 announcement sets the date, and the release arrives lighter: eight to ten significant features were reverted after beta began, postponed to PostgreSQL 20, where a normal cycle reverts about one. Committer Peter Eisentraut's post-mortem names a combination of causes — one big one new: LLM-assisted review improved mid-cycle and surfaced around forty edge-case defect reports, each cheap to fix and expensive to process. What survived looks strong: REPACK CONCURRENTLY, logical replication of sequences, planner hinting. For your rack: 19 now ships later but harder-tested — no action tonight; expect the upgrade later than planned.
A mini PC with ten Ethernet ports and no slow ones. ServeTheHome's review of the Qotom Q51551UT: a Core Ultra 5 125H box carrying six 2.5GbE ports, two 10GbE copper ports and two 10G SFP+ cages, plus a PCIe slot and room for 96GB of DDR5 — Proxmox turns it into a router-and-everything node. Two honest caveats: the copper 10G ports cannot fall back to 2.5 or 5GbE speeds, and the ports share upstream bandwidth, so not all ten run flat-out at once.
Refurbished 18TB drives, $499 at ServerPartDeals (checked October 25, 2026). The HP-badged Seagate Exos X18 18TB SATA drive is refurbished with a 2-year warranty at $27.72/TB, the retailer's figure — $130 under the recertified X20 18TB on the same page. Prefer 16TB on SAS? The IBM-badged Exos X16 is $459 ($28.69/TB), same warranty; you will need an HBA.
Sunday, 6:12 PM. Your backup job to the offsite box has failed three nights running: “target unreachable.” The offsite box pings fine, its dashboard loads, and the array there shows green. The only change this week: you re-did the firewall rules on Friday.
Your call:
A. Roll back Friday's firewall changes wholesale and re-run the backup
B. Check the firewall logs for drops on the backup port, fix the one rule, re-run
C. Wipe the offsite target and re-seed the backup from scratch
100 Hero Points for the right call. Your result page has your score, ready to share.
What I cannot create, I do not understand.
— Richard Feynman
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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