I write about infrastructure and AI from the side that
ships it, sells it, and runs it.
I write about enterprise infrastructure and AI — for people who have to live with the decisions.
Latest Insights
Deep dives into enterprise infrastructure, AI, and the technology decisions that matter.
AI Changed the Threat Landscape. VMware's Answer Is a Security Architecture That Fights Back at Machine Speed
How VMware Cloud Foundation, vDefend, and Avi Load Balancer combine to address AI-powered threats with defense-in-depth security built into the infrastructure itself.
AMD Crosses $1 Trillion: The Technical Architecture Behind the Only Real Challenger to NVIDIA's AI Dominance
AMD hit $1 trillion on September 21, 2026. Behind the milestone lies a multi-year technical strategy spanning CDNA 4 hardware, the ROCm software stack, and an open interconnect ecosystem designed to challenge NVIDIA's grip on AI infrastructure.
How to Run a 35B AI Model Locally on a Mac with Edge0
I keep everything in one folder and let search do the work. When I finally decided to automate the cleanup I do on long flights, I built a file-organizing agent. This is how it went from a 7B model on Ollama to a 35B model streaming off my SSD.
About Me
Head of Solutions Engineering with 17+ years across Infrastructure, Cloud, Security and AI.
LinkedIn ProfileI started in the server room. Racking hardware, configuring hypervisors, debugging storage at 2 AM. Over the years, the scope grew — from managing infrastructure to designing it, from running operations to shaping strategy.
Today I work at the intersection of enterprise infrastructure and AI adoption. I help organizations figure out what to build, what to buy, and what to skip — with a bias toward decisions that hold up five years from now, not just five months.
This site is where I share what I learn. Every article comes from real experience — not theory, not marketing, not recycled slides. If it's here, I've either built it, broken it, or watched someone else do both.
Focus Areas
Matters only when it creates business value.
Matters only when it enables others to grow.
Matters only when it can scale.