https://ivomarino.com/tags/platform-engineering/Recent content in platform-engineering on ivomarino.comHugo -- gohugo.ioen-USAll rights reserved - 2026Sat, 28 Mar 2026 00:00:00 +0000https://ivomarino.com/post/production-security-updates/Sat, 28 Mar 2026 00:00:00 +0000https://ivomarino.com/post/production-security-updates/Security patches can’t wait, but unplanned reboots break production. The update runbook for Debian, FreeBSD, and OpenBSD — with real scripts, hold patterns, and a zero-downtime cluster update sequence.https://ivomarino.com/post/mlops-guide/Fri, 27 Mar 2026 00:00:00 +0000https://ivomarino.com/post/mlops-guide/Production machine learning requires more than training good models. This guide covers building a complete MLOps system with Kubernetes, Prometheus monitoring, and automated accuracy checks to catch model drift and prevent silent failures in production.https://ivomarino.com/post/relaunch/Thu, 01 Jan 2026 00:00:00 +0000https://ivomarino.com/post/relaunch/Relaunching with a focus on pragmatic infrastructure: backup strategies, Kubernetes autoscaling, and lessons from 10+ years of production operations.