Before LLMs “just-patch-anyway” was a viable strategy because of the low volume. Now it’s amplified so much that taking that approach can introduce instability when the vulnerability was not even exploitable in your usage.

Take the recent example of Copy/Fail (CVE-2026-31431) if you were to evaluate it against your k8s seccomp and noticed that the argument to the syscall socket of AF_ALG is not allowed, then the vuln is not reachable in your pods.

I’ve not used this tool (I plan to check it out), but I think contextual evaluation of CVEs is important in modern times.

Let me know what do you think in case you decide to use it. The model is still far from being perfect, but it gives decent results considering I'm new to the ML topic.

I thought mcsweeneys did satire?

That’s all they got?!

There’s people still using x?!

It's the most popular news app in the world according to Apple: https://apps.apple.com/us/iphone/charts/6009

Whatever irrational/ideological notions are convincing you everyone quit simply aren't founded in reality.

What’s the reason these always get flagged? Is there something inaccurate?

Anything negative about Trump or MAGA gets flagged so fewer people will see it.

Aww was hoping this would be a Peter Thiel immortality quest story :/

title definitely made me click and was true enough that i wasnt mad

I sure hope there’s an anti-debug framework called Durin’s Bane?

Bad idea to delve too deep into the binary.

"The dwarves debugged too greedily and too deep. You know what they awoke in the darkness of GDB-dum... stack corruption and flame.“

"The dark fire will not avail you, flame of Unix. Go back to the Segfault! You cannot crash."

I hope if you use it in late Ocotober when the moon is out, it opens the CD tray... for those who still have one.

Oh noes, what do I call my Apple TV now?