Ai-Agents

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.

The Goal # Turn Claude Code from a stateless coding assistant into a persistent personal assistant — a second brain that remembers context across sessions, learns from daily work, and can semantically search past knowledge. Inspired by Hermes’s personalization architecture, adapted for Claude Code’s native capabilities. Hermes’s Approach (The Model) # Hermes creates personalization through: