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🤖 New AI tools
The open-agent week keeps compounding
Top story
What: Researchers from Nanjing University, SenseTime and partners released OpenMobile-2 on Oct 25: two full agent models built on Qwen3.5 (9B) and Qwen3.6 (27B), plus the whole training environment, dataset and rebuild instructions.
Take: The headline number is the quiet one. Holding data volume constant and widening the app spread pushed unseen-app success from 60.7% to 67.5%. For anyone training a Hermes-style helper: stop scraping more logs from the same five apps and go collect weirder ones. And note the lineage — your Qwen stack is literally the base model here, so these weights are a cousin of the daily driver, not a stranger.
Unseen-app success, narrow app set60.7%
Unseen-app success, diverse app set67.5%
Source: AI Daily Post, Oct 25, 2026 · same data volume, more apps = +6.8 points
What: Launched Oct 21–22 as a waitlisted research preview for US Pro/Max subscribers, Duet runs on its own cloud VM and browser, checks email and calendars for a morning brief, drafts replies for review, and taps 6,000+ connectors — pausing for approval before sending, paying, signing or deleting.
Take: This is the "true nudge" idea with a corporate badge on it: an agent that doesn't need you awake. The honest gap vs. the home setup is the approval model — Duet pauses at the scary moments, which is exactly the rule this house already runs on harness gates. Watch it, don't envy it; the local version keeps the data home.
Source: TechCrunch, Oct 22, 2026 · waitlist only, Team/Enterprise not included yet
What: Anthropic donated the Agent Skills standard to the Linux Foundation's Agentic AI Foundation (Oct 22, ~1M skills, ~280M installs claimed); OpenAI's Decisions API hit GA (Oct 22, GPT-6 Luna, ~$0.10/1M input tokens, no output-token charge, up to 400 questions per request); and the framework wave landed Oct 21–22 — Claude Agent SDK v0.2.172, Pydantic AI v2.59.0, Agno v3.1.8, Mastra 1.79, Haystack 3.4.1.
Take: Two things matter here. First, skills becoming a foundation standard is good news for a skills-first house — portability goes up. Second, Anthropic's own Oct 22 advice (single agent + skills usually beats a subagent swarm, one customer ~2× faster) is worth pinning above the Hermes desk: fewer loops, more skills, less orchestration theatre.
Sources: DEV roundup Oct 24, 2026; framework release tracker; Anthropic subagent guidance via MadRobot, Oct 24
🖥️ Computer hardware
Rent is up, old silicon gets a second life
Wallet watch
What: Median on-demand H200 rates sit around $4.27–$4.94/GPU-hour (AWS/Azure average $7.91–$10.60+); B200 is up ~120% year-to-date, H100 ~35%, and Nebius raised H200 20% on Oct 1 alone.
Take: This is the whole home-lab thesis in one chart: when rented compute inflates like this, the two A770s in the corner stop looking quaint and start looking like a hedge. Run the slider below before ever renting a big card for a weekend experiment — the math usually says "run it at home, slower, free."
Source: Zubiqo Intelligence, Oct 24, 2026 · spot marketplace rates run lower ($1.47–$3.88), hyperscalers higher
What: A new open-source Linux kernel module (Zagitta's gpu-unlock) runs before the Nvidia driver binds and restores professional-card instruction issue rates on GA102/103/104/106 cards. Reported 3090 Ti result: BF16 87.5 → 157 TFLOPS, TF32 42.6 → 82.6.
Take: Tempting, and not for this house — the A770s are unaffected, and a pre-driver kernel shim that rewrites speed selectors is exactly the kind of thing that voids warranties and breaks on the next driver update. But if a used 3090 ever joins the lab as a third card, this is the first thing to re-evaluate. File under "clever, unofficial, verify before trusting."
3090 Ti BF16, stock87.5
3090 Ti BF16, unlocked157
Source: WCCFTech, Oct 24, 2026 · TFLOPS, vendor-independent verification still pending
What: The upcoming 6nm octa-core (6× Cortex-A725 + 2× A520) pairs a Mali-G2 Pro GPU with a 44-TOPS NPU (INT2–INT16, FP4/FP8/FP16, MoE and speculative sampling supported), LPDDR6, SATA 3.1 and 10GbE — positioned above the RK3588, aimed at edge AI, networking and industrial boxes.
Take: Not a daily-driver chip, but exactly the class of board to watch for the Pi-side projects: a pocket box that can run a small agent or a vision job without phoning home. If it lands in a sub-$200 board with real mainline support, it earns a look for the modular Pi roles.
Source: LinuxGizmos, Oct 2026 · via Radxa application brief; RK3688 flagship still to come
🧩 Software
Small, sharp Linux releases — the Oct 24 crop
What: Released Oct 24, Contour 0.8 adds command history navigation, output folding, faster rendering and improved shell integration.
Take: Output folding is the feature terminal people don't know they want until a 400-line log lands in their lap — which, in this house, is weekly. Worth a test drive next to the current terminal; if folding survives a real Hermes log tail, it stays.
Source: Linuxiac news roundup, Oct 24, 2026
What: Transmission 4.1.4 (Oct 24) fixes lost download progress, webseed issues, a macOS security flaw and Linux desktop bugs. Linksy (Oct 23), a new open-source Linux tool, offers file sharing, clipboard sync, remote desktop and Android integration in one place.
Take: Two quiet quality-of-life items. Transmission's fix is the boring kind that matters — lost progress is the only bug that makes you swear at a torrent client. Linksy is the one to watch: if its Android link is solid, it could simplify the phone↔PC hop that currently runs through three different tools.
Source: Linuxiac news roundup, Oct 23–24, 2026
What: Shipped Oct 23, this 4MLinux fork boots to a terminal with Midnight Commander and a toolkit built around saving files and imaging disks (FSArchiver, ddrescue, Partclone).
Take: At 85MB it's smaller than most phone photos, and it exists for the worst day — the day a drive starts clicking. Keep one on a spare USB in the lab drawer; the best rescue tool is the one already made before you need it.
Source: LinuxCompatible, Oct 23, 2026 · based on 4MLinux Backup Scripts 53.0
🎮 Video games
A studio's end, a handheld's haul, a packed November
What: VGC reports EA has closed BioWare and cancelled Mass Effect 4; Commander Shepard's voice actor Jennifer Hale told GameSpot she's "holding hope" the series lives on. Treat as reported, not officially confirmed by EA in this digest.
Take: If it holds, that's the end of a studio that defined a generation of RPGs — and a reminder that no IP is safe when the spreadsheet says otherwise. Pour one out for the Normandy; the fan campaigns start now.
Source: Gaming Digest, Oct 24, 2026, citing VGC and GameSpot
What: The Oct 24 handheld batch adds Cyberpunk 2077, Monster Hunter Stories 3: Twisted Reflection, NBA 2K27, Peak and Tainted Grail: The Fall of Avalon, plus 19 more, to the Xbox Ally's optimized list.
Take: Cyberpunk on a handheld is the real test of the Ally's pitch — Night City is not a forgiving benchmark. If it holds a steady frame rate there, the "PC games anywhere" argument gets a lot harder to dismiss.
Source: TrueAchievements, Oct 24, 2026
What: Nine Switch 2 games are confirmed for November, headlined by The Legend of Zelda: Ocarina of Time (Nov 5), alongside Marvel's Guardians of the Galaxy: Encore Edition (Nov 5), Metaphor: ReFantazio and Pikmin 4 + Dandori Academy (Nov 12). Meanwhile, Epic's final free game of October is survival horror Sorry We're Closed, free Oct 29 (86% recommendation, 82 average on OpenCritic).
Take: November is doing what October couldn't: giving the Switch 2 a month where you actually have to choose. Grab the Epic freebie on the 29th either way — an 86%-recommended horror game for zero dollars is the easiest decision on this page.
Sources: GameRant, Oct 24, 2026 (Switch 2 list; Epic free game)