$ grep -r "automation" ~/blog/*

Automation

2 articles tagged with Automation

Kubernetes event watcher architecture showing event flow from cluster to n8n webhook

December 31, 202518 min read

Building a Kubernetes Event Watcher: Teaching My Cluster to Tattle on Itself

How I built a controller that watches for cluster drama (CrashLoopBackOff, OOMKilled, the usual suspects) and tattles to an LLM for automated remediation. Because apparently I want AI to fix my 3am problems.

kubernetespythonautomationdevopsllmn8nkopfsveltefastapipostgresql

Semantic versioning and release automation pipeline diagram

December 20, 202513 min read

Stop Guessing Versions: How I Finally Escaped Timestamp Hell

The messy journey from timestamp chaos to semantic versioning with automated releases, changelogs, and a workflow that actually makes sense (most days)

devopsci-cdgithub-actionsautomationversioning