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New here? Welcome. vExpose is my public workbench — where I state the call a technology leader has to make, then prove it in code, architecture, and benchmarks. One conviction runs through all of it: AI fails in the operating model, not the model. The tool is not the transformation. Below is the fastest way in, organized by the four things I write about.

Latest from vExpose

The most recent posts, newest first — always current.

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GenAI × Enterprise Infrastructure

Putting AI into real systems — the architectures, tradeoffs, and platforms underneath enterprise GenAI.

Platform & Architecture Strategy

The build-vs-buy calls, the operating-DNA decisions, and the tradeoffs that decide whether a platform scales or stalls.

Automation & IaC in Practice

Hands-on, reproducible engineering — Ansible, Kubernetes, Python, ServiceNow, and REST APIs, with code you can lift.

Performance & Benchmarking

My signature discipline: measure it. Real methodology, real numbers — the fio/vdbench kind.

Field Notes

Short, high-utility fixes for problems that cost me hours — so they cost you minutes.


Where to go next

Read about me and what vExpose is, connect on LinkedIn, X, or GitHub — and subscribe to get new reference architectures, build logs, and benchmarks in your inbox. No noise, just the work.