Job Search Is Also a System

When I started treating job search as a system instead of a pile of individual applications, the work became calmer, sharper and more honest.

Published Reading time 8 min

AI Agents Need Memory

APIs give AI agents access to systems. Memory determines whether they can work responsibly over time without repeating mistakes, losing context or inventing a beautiful explanation afterwards.

Published Reading time 6 min
An Obsidian-like knowledge graph across notes, research, job search and blog work.

My Obsidian Vault Got a Small Research Department

A look inside my Obsidian vault: graph memory, daily research scout, candidate notes and blog drafts. AI as a workbench, not a magic wand.

Published Updated Reading time 8 min

DevOps Is Not a Pipeline

DevOps is not just a pipeline. It is the ability to move software safely from idea to operations, detect problems quickly and fix them without panic.

Published Updated Reading time 4 min