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.
VMware AI Factory: GPU Pooling, AI Tokenomics, and What VCF Customers Should Do Now
Broadcom shipped VMware AI Factory at Explore 2026. The technology is solid. Here is what it actually means for your infrastructure, your GPU costs, and your agentic AI deployments.
Developers Used to Write Logic. Now They Write Intent.
Software development is moving through four distinct stages. The last two don't just change how fast you work — they change what you're actually responsible for.
Broadcom AgentMinder: Identity-First Governance for Agentic AI — Architecture, Enforcement, and Why It Matters Now
Your AI agents are making decisions, calling APIs, and delegating work to other agents — all without a single identity check. AgentMinder is Broadcom's answer to governing autonomous agents at enterprise scale.
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.