Skip to main content

Ai-Agents

AI Tooling

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: 4-Layer Agentic Architecture — Justfile → Commands → Skills → Agents: how each layer has a single responsibility Skill Development # Building custom Claude Code skills for repeatable workflows: