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platform-engineering
4 posts with this tag.
Build log 1: The five checks I put around an AI workflow before it touches real work
A new series where I build AI workflows end to end and write down how. Who it is for, the problem it solves, its goals, …
Production Security Updates Without Downtime: Debian, FreeBSD, and OpenBSD
Security patches can't wait, but unplanned reboots break production. The update runbook for Debian, FreeBSD, and OpenBSD …
From Data Science to Production: MLOps CI/CD Pipeline with Real-time Accuracy Monitoring
Production machine learning requires more than training good models. This guide covers building a complete MLOps system …
2026 Relaunch: Infrastructure Lessons from 10+ Years Running Production
Relaunching with a focus on pragmatic infrastructure: backup strategies, Kubernetes autoscaling, and lessons from 10+ …