All writing

Kubernetes

24 posts tagged “Kubernetes”.

23 min read

Building an AI hyperscaler on Kubernetes

How an AI cloud fits together on Kubernetes, from what customers actually buy and the seven layers between datacenter and console to four products on one GPU pool and how tenants share it safely, the lessons AWS and Google learned about cells and control planes, and what changes with scale.

4 min read

Troubleshooting cluster failures

When a node, the control plane or the network fails, a structured workflow for finding the cause, and audit logs for reconstructing who did what.

4 min read

Debugging, monitoring and logging

A systematic way to debug Pods, Services and Deployments, then the two things that make debugging possible, metrics with Prometheus and Grafana and centralized logs.

3 min read

ConfigMaps and Secrets

Keep configuration out of your images with ConfigMaps, handle passwords and keys with Secrets, and know what base64 does and does not protect.