I've sat on all three
sides of the table.
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.
Anthropic Fable 5 Takedown: What 10,000 Zero-Day Vulnerabilities Mean for Enterprise Security
George Bernard Shaw said the optimist invents the aeroplane while the pessimist invents the parachute. Three days after Anthropic released its most powerful AI model to the public, the US government forced a shutdown — revealing the deepest tension in enterprise security today.
VCF 9.1 Private AI Services: How to Run Enterprise AI On-Prem With MCP Support, Blackwell GPUs, and 91% Lower TCO Than Public Cloud
VCF Private AI Services in 9.1 adds MCP governance, NVIDIA Blackwell and AMD MI350 GPU support, DirectPath I/O, CPU-based inferencing, and AI metrics dashboards — giving enterprises a complete private AI platform at a fraction of public cloud cost.
NVMe Memory Tiering in VCF 9.1: Configuration Guide, Performance Benchmarks, and Sizing
Step-by-step guide to enabling NVMe Memory Tiering in VMware Cloud Foundation 9.1. Includes Broadcom performance benchmarks showing 2x VM density, monitoring thresholds, NVMe device selection, and sizing considerations.
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.