Techno Tim (Timothy Stewart) and Adam Stacoviak spent an episode mapping the current state of homelab infrastructure in 2026. The headline tension: AI demand has made hardware scarce and expensive, but the software stack has compounded in the opposite direction. Tim calls 2026 the Year of Self-Hosted Software, and the show makes a credible case.
The technical specifics are what make this worth your time. Adam is running DNSHole, a Pi-hole replacement written in Rust, and PXM, a custom Proxmox automation CLI. They walk through using Claude against a UDM Pro via the Ubiquiti API, Paperless-NGX paired with Paperless-GPT for LLM-assisted document tagging, and Ollama with Open WebUI for local inference on an RTX 3090. The MCP protocol comes up as the connective tissue for wiring AI agents into homelab tooling. ZFS special vdevs with Intel Optane, PCIe bifurcation for NVMe arrays, and a Medallion Architecture approach to document ETL pipelines are all discussed with enough depth to be actionable.
The conversation does not stay at the surface level of tool recommendations. It gets into the architectural decisions behind running LLMs locally versus calling remote APIs, and what self-hosting actually costs you in 2026 when GPU prices reflect data center demand. If you run Proxmox, TrueNAS, or Home Assistant and you are trying to figure out where AI agents fit into that stack without shipping your data to a cloud provider, this episode has direct answers.
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