13 years in enterprise security. Now building independently with AI — and documenting everything along the way.
I spent 13 years securing enterprises. Now I'm watching AI break all the rules we wrote.
Building with Claude, GPT, and whatever works. Most "AI agents" are demos. I'm building real ones.
DeFi, mass psychology, and why most people lose money. I trade my own capital and share what I learn.
I left $150/hr consulting to build my own thing. AI makes this possible for anyone willing to think.
Security architecture looks elegant on whiteboards. Defense in depth, zero trust, least privilege—principles that make sense until they encounter production...
Read moreRotating credentials is security hygiene. Everyone agrees. But in practice, credential rotation in large organizations is manual, error-prone, and rarely...
Read moreIn most large organizations, security and engineering operate in different orbits. Security identifies risks. Engineering builds features. When they interact...
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