Open source
SMB + AI Threat Feed
This is the engine behind the brief. It pulls from free public sources, ranks each flaw by how likely it is to be exploited, and turns the results into clear next steps for small businesses.
View on GitHubBoise, Idaho
Today’s brief Read01Profile
I learned that while working digital forensics cases in law enforcement. It still shapes how I build, teach, and use technology, including AI.
02Today’s briefLive
Each brief covers what broke, why it matters to a small business, and what to do about it. Every finding links to its source.
An AI model drafts this brief from public data, and it’s published automatically. No one reviews it first, so check the linked source before you act. Here’s how it’s made.
Most AI projects fail at the question, not the model. Decide what’s worth doing before you decide what to do it with.
AI should get access the way a new hire does: a little at a time, with someone checking the work.
The skill that matters most is knowing when the output is wrong and having the confidence to say so.
If you can’t measure whether it works, you can’t defend it, keep it, or scale it.
Build it as if someone will try to break it, because someone will.
Open source
This is the engine behind the brief. It pulls from free public sources, ranks each flaw by how likely it is to be exploited, and turns the results into clear next steps for small businesses.
View on GitHubOpen source
Write the rules for an AI agent before anyone builds it. Möbius is a local command-line tool that turns a rough idea into a written spec, a risk check, and a twelve-question intake, and then it stops.
View on GitHub05About
Law enforcement came first. I worked digital forensics cases, where a wrong call has real consequences.
Since then, I’ve trained thousands of people in forensics, incident response, cybersecurity, and OSINT. Along the way, I’ve published research, disclosed vulnerabilities, and helped protect senior executives from online attacks.
That’s the lens I bring to AI. I don’t treat it as a novelty. I treat it like any other system: someone checks its work, someone thinks about how it could be attacked, and someone owns the consequences. The technology is moving fast, but the judgment to use it well is scarce, and it can be taught.
I live in Boise, and I’m active in the Treasure Valley cyber community, where I mentor, volunteer, and host local meetups. I also run Arrowrock.AI, which helps local small businesses fix their processes, automate routine work, and use AI where it helps.
06Contact
For speaking, training, mentoring, or a conversation about security and AI, LinkedIn is the best way to reach me.