Practical cybersecurity and AI. Built, broken, documented.

A long-term build: a plain-English guide to auditing your network against CMMC.

Practical security work: labs, write-ups, and defenses that hold up.

How I run my own stack: a segmented network, self-hosted services, and real hardware.

Designing AI workflows and running agents, with a defense operator's eye on what ships.

Applied automation and internal tooling, and the scripting that powers it.