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Linus Torvalds removes the unsafe __get_user() and __put_user() functions from the Linux kernel, assisted by Claude Code

On October 21, 2026, Linus Torvalds merged into Linux 7.4 the removal of __get_user() and __put_user(), historical variants that do not validate the user address range and are therefore unsafe. He drafted the conversion partly with Claude Code, used “as a fancy sort of Coccinelle script”: AI is settling into kernel maintenance, including for eliminating whole classes of memory bugs.

Linus Torvalds hands Claude Code a rewrite of the Linux page-cache read path

On 11 October 2026, Linus Torvalds published a kernel branch that reads from the page cache without taking folio references, written with the Claude Code coding assistant to relieve contention between many threads reading one file. If you run a heavily concurrent file server, watch this patch series: it targets the exact multi-threaded small-read bottleneck you feel, and it may land in Linux 7.4.

A poisoned .git/config runs code when Claude Code, Codex or Cursor opens a repository

Manifold Security disclosed on 2 September 2026 eight flaws across seven CLI coding agents: a repository delivered as an archive can trigger a local command on open, outside the sandbox and without approval, via Git’s core.fsmonitor setting. Disable core.fsmonitor by default and inspect .git/config before opening a received folder with an agent.

Meta Launches Muse Code and Undercuts Claude Code by an Order of Magnitude

On August 5, 2026, Meta entered the coding agent market with Muse Code, a terminal agent powered by Muse Spark 1.2. Rather than competing on raw model intelligence, Meta built the most advanced agent harness on the market: multi-agent fan-out, isolated git worktrees, full JSONL audit logging, and pricing up to 10× lower than Claude Code. Here’s what it means for DevOps teams.

A GitHub issue with zero repo privileges can run code on Anthropic and Google CI runners — Black Hat 2026 tears apart coding agent trust

On August 5, 2026, Novee Security demonstrated at Black Hat USA that a GitHub issue opened by an account with no write access was enough to execute arbitrary code on the CI runners behind Claude Code, Gemini CLI, and OpenAI Codex repositories. If your CI/CD pipeline executes code from GitHub issues without sandboxing, treat this as a CVE with no patch — yet.

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