Jul 6, 2026
Let's Break AI Together
A build-first, follow-along series on attacking and defending LLMs. Start here — the whole map lives in this post.
Jul 6, 2026
A build-first, follow-along series on attacking and defending LLMs. Start here — the whole map lives in this post.
Jun 26, 2026
A plain walkthrough of the seven steps in the Cyber Kill Chain, followed through one example attack from start to finish, plus where the model falls short.
Jul 10, 2026
Field note: a pattern I keep running into - people swear their AWS WAF managed rule "does nothing." It does nothing - because they ordered it wrong. The managed rule only labels the request…
Jun 28, 2026
Currently re-reading The Web Application Hacker's Handbook. Old book, still the clearest mental model of how apps actually break. Some things don't age.