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Continued Monitoring of the Situation

Week two of an AI-powered House Finch nest monitor: four model biases, a Wyze cam back from the dead, and a full pipeline rewrite before the eggs hatch.

03 May 2026 · 14 min read
Thinking

The top five turtles in a stack of 50

AI defense and code review get the funding, but hospitals still run XP and Ivanti falls over weekly. The security industry is ignoring 45 of its 50 turtles.

02 May 2026 · 1 min read
Thinking

Cryptographically enforced disclosure

A speculative proposal: cryptographically enforced vulnerability disclosure using a drand-triggered dead-man switch to make CVD fallback dates unbreakable.

01 May 2026 · 1 min read
Security

Peacetime cyber versus wartime cyber

Cyber defense doctrine was built during 15 years of peacetime; the transition to wartime and austerity demands a rewrite of what we accept as polite.

30 Apr 2026 · 1 min read
Three pale-blue speckled House Finch eggs nestled in a cup of dried grass on a sunroom bookshelf
Personal

"Monitoring the Situation" - The Internet of Birbs

Two pale-blue speckled eggs on the sunroom bookshelf turned into three cameras, an Unraid NAS, two AI models, and a journal that writes itself every morning. None of it had to be useful — it just had to be possible. Because joy.

29 Apr 2026 · 7 min read
Security

AI isn't the problem — asymmetry is

AI isn't the security problem — it widens the asymmetry between vulnerability discovery and remediation, putting attack capability in many more hands.

27 Apr 2026 · 1 min read
Security

Mythos feels a lot like Snowden

Mythos is to vulnerability awareness what Snowden was to surveillance: the moment the zeitgeist finally caught up to what insiders already knew.

26 Apr 2026 · 1 min read
Hot Takes

Security-focussed test/fix is basically “sparkling QA”

A short reaction to Firefox's claim that AI-found defects are finite: security-focused test-and-fix is basically QA wearing a fancier hat.

25 Apr 2026 · 1 min read
Security

Spicy Takes from my Aikido Security Podcast

Nine takes from my RSAC conversation with Mackenzie Jackson on Aikido's Secure Disclosure podcast — on bug bounty, AI slop, hack-back, vibe coding, and why the internet still working is a minor miracle.

24 Apr 2026 · 5 min read
Thinking

We don't have a slop problem.

The real security problem isn't AI slop — it's that vulnerability research and the broader industry can't prioritize what actually matters in the noise.

24 Apr 2026 · 1 min read
Thinking

Build the tooling. Don't be the tooling.

The AI move in vulnerability research isn't prompting from scratch every run — it's using AI to build deterministic scanners, fuzzers, and analysis pipelines.

22 Apr 2026 · 1 min read
Security

Offense Scales with Compute. Defense Scales with Committees.

Why AI is widening the attacker-defender gap faster than anything we've built to close it — and what that actually means for the next decade of security.

08 Apr 2026 · 11 min read