this post was submitted on 26 Oct 2026
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Source: https://github.com/gregkh/kernel-development/blob/master/graphs%2Fpatches_per_release%2Fcves_fixed_per_release.png

AI coding tools are pretty good at finding bugs and make it easier and faster to fix them.

Importantly, security vulnerabilities in new releases seem to stay roughly the same and the change to which bugs count as CVEs was around version 6.8 already.

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To add to this, allium is a weirdly effective tool for finding bugs and clarifying intent despite being nothing more than a prompt that you present to a frontier model.

I’ve started using allium spec files as a replacement for handoff documents. It records what you want your program to do without any of the implementation details that might pollute an LLM’s context window.