Practical Security Analysis & Applied Engineering
Pattern-recognition across trust-verification failures in networks, humans, and AI systems — grounded in documented incidents, hands-on builds, and honest sourcing.
What I'm Working On
Five areas of focus — each with its own page, its own depth.
01 / Stop the Silos
A flagship framework: four documented 2026 incidents, one shared root cause — trust without independent verification. Submitted to IntelliC0N.
Read more →02 / AISecOps
Hands-on AI integration work, and the question of who validates an AI system's output when the system generating it can't validate itself. Submitted to Après-Cyber Slopes Summit 2027.
Read more →03 / IT Infrastructure
Self-built data platforms and real operational recovery work — built to understand the mechanism, not just operate someone else's tool.
Read more →04 / OT / ICS Security
Fully-sourced analysis of real industrial security incidents, plus an active, in-progress edge computing build.
Read more →05 / Discourse & Analysis
Public comments on current security research and incidents, showing the same ideas applied in different conversations, plus a longer LinkedIn article on the Stop the Silos framework.
Read more → Read the article →