Blog
Notes from the work
Everything here comes from things I have built, broken, or defended. Pick the practice you care about, or start with the latest.
AI Startup Building
Build 100x faster with AI. 7x more secure than ever.
Enterprise Engineering
Portals and platforms institutions run on
Cyber Operations
National-grade defense and offense
Cyber Psychology
Engineering for how humans actually behave
Latest articles
Cyber Operations · Sep 3, 2026
How OkecBot Pays You For Your Real Device
People install OkecBot on the machine they already own, and when that machine has spare capacity, it quietly picks up jobs from other okecbot users and automates workflows.
Cyber Operations · Sep 3, 2026
How PixelScan Knows When a Browser Is Telling Two Different Stories
You can patch the User Agent, you can patch the Client Hints, and if you're thorough, you can even patch what the GPU reports. But you're now maintaining a permanent lie against a system that only has to catch you disagreeing with yourself once.
Cyber Psychology · Jul 21, 2026
The human layer is your attack surface
Your firewall is fine. Your finance officer just approved a fake invoice. Cyber psychology explains why.
AI Startup Building · Jul 15, 2026
Why I build companies, not just software
Code is the easy part. The hard part is building something registered, compliant, staffed and still alive in year three.