Snapdragon X2 gets a Linux dev preview, with NPU inference next
Debian 13 boots on X2 Arm laptops today, with Hexagon NPU drivers upstreaming. Plus: auto-memory for Claude Code, and the FTC on agent liability.
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Debian 13 boots on Snapdragon X2 today
Qualcomm's Early Developer Preview lets you build and boot Debian 13 on X2 Arm laptops now, with Adreno GPU acceleration via the Mesa stack (Turnip/Rusticl). The FastRPC driver that unlocks Hexagon NPU local inference is still upstreaming; Qualcomm targets production readiness in late November and Ubuntu certification in 2027. For anyone building agentic or on-device AI, the Arm-laptop platform gap is starting to close.
Jevmem gives Claude Code a memory that decides what to keep
Jevmem is an npm package that drops a self-updating JEVMEM.md into your repo: after each session, TypeSafe's Jev model decides whether the turn is worth saving, then a small LLM writes a single note capped at 140 characters. It injects relevant memories before each prompt via Claude Code hooks, and also works with Cursor and Codex. Install with `npm install -g jevmem`, then run `jevmem init`.
Elsewhere: the FTC says you own your agent's mistakes
FTC Chair Andrew Ferguson argued that AI agents are tools, not independent actors, so the developers who build and deploy them carry the liability for what those agents do. It is a stance worth pricing into anything you ship that acts autonomously on a user's behalf.