Articles
The reasoning behind the project, worked out in the open. New pieces get added here as the build develops.
What This Looks Like for a Real Organization: A Walkthrough
A synthetic, clearly labeled walkthrough of the full pipeline for a small school district IT office — from org profile to the actual digest email that lands in an inbox.
Starting Graduate School With a Problem Already in Hand
Most people start a graduate program looking for direction. I'm starting mine already pointed somewhere — toward making threat intelligence accessible to organizations that can't afford the enterprise version of it.
Building Threat Intel Tooling for Organizations Without a SOC: Design Decisions and Tradeoffs
The harder part of building for organizations without a security team isn't ingesting threat data — it's every design decision that follows: what feed to trust first, how to match software without drowning in false positives, and why explainable beats sophisticated.
The Soft Underbelly of American Cyber Resilience Isn't Where You Think
The next major incident against a hospital or utility is increasingly likely to start somewhere much smaller — a vendor, a nonprofit, a small business — and the market has left those organizations without affordable ways to see threats coming.