← All topics

Topic

operations

13 published articles

The Mistakes I Record After Every Project

The retrospective format I use to turn failed assumptions into better tests, guardrails, and documentation without rewriting the project into a cleaner story than it really was.

Why Docker Became My Default, Not My Rule

Containers gave my homelab a repeatable application model, but the useful part was the discipline around persistence, networking, updates, and recovery.