CloudSec Wine

🤖 Backporting security fixes at scale with Codex

Trail of Bits uses Codex agents to find missing fixes, adapt patches, run tests, and prepare submissions for stable Linux branches. Engineers review the patches and send them to maintainers. Backports now take about 30 minutes to 3 hours of human time. 149 CVE fixes have landed in stable kernels.

https://blog.trailofbits.com/2026/11/02/backporting-security-fixes-at-scale-with-codex

#AI

🤖 The Vulnpocalypse - Good News and Bad News

The bad news is we are inundated with new vulnerabilities due to the increased volumes discovered by AI tooling. The good news is many organizations are starting to handle this with increased speed, prioritization, and existing methods of defense in depth. The bad news is there are also many organizations not doing this, and worse, are sitting on a whole ton of software, configuration, and structural/policy vulnerabilities from prior years.

https://www.philvenables.com/post/the-vulnpocalypse-good-news-and-bad-news

#AI

🤖 "Black October" for AI Developer Platforms

Wiz reports at least nine AI developer platforms disclosed October 2026 incidents, several attributing root causes to credential access. Wiz observed downstream LLMJacking of enterprise keys, with ~800k and ~1.7M Bedrock calls, plus resale operators testing stolen keys.

https://www.wiz.io/blog/black-october-for-ai-developer-platforms

#AI