Multi-Agent AI Systems: Architecture Patterns That Actually Work
A practical guide to designing multi-agent AI systems — orchestrator patterns, trust boundaries, and the tradeoffs I learned running agents in production.
Technical walkthroughs, open-source projects, and real-world guides on AI agents, homelab infrastructure, Kubernetes, and IIoT.
Building MCP Servers with FastMCP: Stop Writing Boilerplate, Start Writing Tools
FastMCP makes building Model Context Protocol servers feel like FastAPI. Here's how to go from zero to a working MCP server in under an hour.
Building a Production Homelab: Multi-Node Proxmox Cluster with Kubernetes
How I built a multi-node Proxmox cluster running Kubernetes with GPU passthrough, GitOps, and dozens of services — and what broke along the way.