Hardware scarcity from the AI gold rush is making homelab builds expensive in 2026, but Techno Tim (Tim Stewart) and Adam Stacoviak argue the software side has never been stronger. Tim calls 2026 the Year of Self-Hosted Software. Adam is running two tools worth knowing: DNSHole, a Pi-hole replacement written in Rust, and PXM, a custom CLI for Proxmox automation.
The real substance here is how AI is changing what a solo homelabber can actually build. They walk through using Claude against the Ubiquiti UDM Pro API, integrating LLMs into Paperless-NGX via paperless-gpt, running Ollama locally on an RTX 3090, and wiring it all together with Model Context Protocol. The ZFS special vdev discussion using discontinued Intel Optane hardware and the Medallion Architecture pattern applied to home document ETL pipelines are the kind of details that make this worth more than a skim.
The episode covers a full stack: Proxmox VE for virtualization, TrueNAS with ZFS for storage, Tailscale for networking, Authelia for auth, and Grafana plus Prometheus for observability. If you want to understand where serious homelab infrastructure is heading as AI tooling matures, this conversation maps the terrain.
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