Memory

AI-augmented homelab operations, from multi-agent orchestration to automated content pipelines. This wiki documents how Claude Code and agentic patterns accelerate infrastructure work. 4-Layer Agentic Architecture # A framework for organizing AI-assisted automation into composable layers: Building a 4-Layer Agentic Architecture for Claude Code: Justfile, Commands, Skills, and Agents, where each layer has a single responsibility Skill Development # The Skills layer outgrew a folder of one-off scripts. It is now a curated collection of 60+ skills with a shared prefix: journaling, homelab health checks, code mentoring, adversarial review, and build-plan generation. Skills live in a central configuration repo and deploy to every machine via symlink, so a skill written on the laptop shows up in the homelab session an hour later.