Orchestrator

Building reliable, observable, and automated systems.

I write about engineering decisions, automation, infrastructure, and the projects I build.

Recent Blog Posts

Master AI evaluation with proven frameworks, tools, and practices that reduce production failures by 60% and accelerate deployment cycles.

February 18, 2026

ai-evaluation llm-testing

How role-based prompt engineering drives 40% accuracy gains and reduces enterprise AI costs by up to 98%

February 17, 2026

strategy leadership

Leadership guide to avoiding the 60-95% failure rate by building foundational data capabilities before AI deployment

February 15, 2026

ai-transformation data-strategy

A lightweight, high-performance monitoring system built with Go, React, and TimescaleDB.

go react timescaledb

A secure, non-privileged approach to running containerized services on a home server.

podman linux pki