Technical writing on sovereign AI, local infrastructure, cybersecurity, and the engineering behind Project Kaizen.
Roku Live TV on Emby + Apple Silicon was broken. Every forum said give up. We found the root cause, built a wrapper-based fix, tested it end-to-end, and open sourced it.
Read Article →Building production-grade security around a 19-container Mailcow Docker stack on peered infrastructure. Custom firewall, kernel hardening, automated auditing, off-box monitoring. From zero to a 94/100 automated security audit score.
Read Article →Is Apple sitting on the most important AI infrastructure play that nobody's talking about? Four Mac Studios. 2TB unified memory. 600 watts. The math is changing.
Read Article →Most people use large language models to generate text. I built one that locks doors, arms alarms, adjusts thermostats, and reasons about who just pulled into the driveway.
Read Article →In 1998, I co-founded a cybersecurity company called INTRAC.NET. Nearly three decades later, the same question drives me: how does every layer of a system talk to every other layer? The answer now fits in a rack in my closet.
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