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Weekly digest

12 – 18 October 2026

1 postin progress

The week is still in progress: stories are added as they are published. Once it ends, the editors group them by theme and sum the week up.

Linus Torvalds puts "with-llm" in a kernel branch name

The branch is called noref-filemap-read-with-llm, and according to Phoronix that suffix points to AI-assisted work, with Claude Code in particular. Phoronix describes it as a hefty Linux kernel improvement that Linus Torvalds is working on.

He has tried this before. Torvalds already used AI to fix a kernel bug, which landed in commit 818bebe. Reports from XDA Developers and It's FOSS say that fix took a lot of finagling, and his own knowledge played a large part in it.

The branch details come from Phoronix alone, and the branch's name is the main evidence that Claude Code is involved.

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