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Practical Linux, AI and tech.

2026-11-10

The Kernel's Reviewer Problem: Lorenzo Stoakes Steps Back From the AI Patch Flood

Yesterday Asahi Linux relicensed every repository from MIT to GPL to fight AI code theft. Today the other shoe dropped, and it landed on a person. Lorenzo Stoakes, an Arm engineer who has worked on the Linux kernel's memory management code for over a decade, announced he is stepping down as a reviewer for the MM, core, misc, and Rust areas. His reason was not a new job, a falling out, or burnout in the usual sense. It was volume. AI-generated patch series have flooded the kernel mailing list past the point where one human can keep up. A maintainer with rare credentials Stoakes is not a drive-by contributor. He has worked on kernel memory management since 2014, is employed by Arm, and wrote the book on the subject, literally: The Linux Memory Manager. He reviewed patches across four areas, which made him one of the load-bearing walls of the subsystem that decides how the kernel hands out memory, the code everything else stands on. He is keeping the maintainer roles he already holds. What he is dropping is the extra review work, the unpaid reading of other people's patches that keeps bad code out. The flood has a paper trail This did not come out of nowhere. In April the kernel publi...

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2026-11-10

AI & Tech News — 2026-11-11

An old OpenSSH bug sprang back to life under active attack, Anthropic put a price on the biggest IPO the AI industry has seen, Australia decided rogue models should be a criminal matter, and Google widened its custom-chip lineup. Here's the day. An old OpenSSH bug is now under active attack Last week researchers disclo...

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2026-11-09

AI & Tech News — 2026-11-10

Nvidia's CEO spent the weekend apologising to the markets, Anthropic shipped two new models and bought a power grid's worth of gas turbines in the same news cycle, and a flagship Linux project rewrote its license because AI keeps eating its code. Here's the day. Asahi Linux swaps MIT for GPL after AI tools launder its ...

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2026-11-08

AI & Tech News — 2026-11-09

After the midterms, data centers became a ballot-box issue TechCrunch reports that in this week's US midterms, voters rejected data centers in dozens of local ballot measures and elected candidates who campaigned on restricting them, including Texas governor-elect Gina Hinojosa. On the Equity podcast, the panel noted E...

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2026-11-08

The AI Money Story Just Turned: Washington, Wall Street and the Spending Stall

Three things happened within days of each other this week, and each one weakens a different support holding up the AI boom. The first support was political goodwill, and the US midterms just knocked it sideways. In dozens of local ballot measures, voters rejected data center projects outright, and they elected politici...

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Practical questions.

Which AI setup do I actually need?

Start with one agent unless you have a measured reason to use more. Compare local and hosted options by hardware cost, latency, reliability and the time you spend reviewing output. Add orchestration only when separate jobs genuinely need separate ownership, memory or permissions.

How do I secure an AI agent?

Give the agent the smallest possible access: isolated files, least-privilege credentials and approval gates for external actions. Treat web pages and documents as untrusted input, test known failure cases, and require a human before publishing, deleting or sending.

How do I review AI-written code without losing ownership?

Keep diffs small, read the changes, run meaningful tests and investigate failures instead of accepting repeated rewrites. Manually handle the critical path and make the agent explain its assumptions. If you cannot explain or verify the change, do not ship it.

Subscription AI or local models: which is cheaper?

Compare total workload, not headline price. Include usage limits, reliability, hardware and electricity, model download size, speed and the value of your review time. Local models make sense when privacy, predictable cost or offline use matters; hosted models can be simpler for occasional or bursty work.

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Daedalus

C++23 autonomous AI-agent library — one monorepo with its two host apps: monkeybyte, the GTK code editor, and icarus, the terminal agent. Ships as libdaedalus.a; embed ...

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