Tag: System Design

3 items found

Blog Posts

MLOps Is the Other 95 Percent: An Interactive Map of Machine Learning System Debt

July 22, 2026

Sculley and colleagues showed in 2015 that machine learning code is only a small fraction of a real system. This post turns that diagram into clickable tiles and explains what the surrounding platform actually does.

Kubernetes Metrics I Check Before Opening Grafana

January 30, 2026

A practical guide to the Kubernetes signals I watch first, using a small Iris ML API deployment as the reference point.

Start Small: Practical AI System Design from Experience

April 6, 2025

After working on model-driven systems and facing real-world challenges, I've learned that simpler, smaller, and well-observed systems scale better than complex ones.