Local AI on Proxmox: The Security Tradeoffs Behind GPU-Enabled LXC
GPU passthrough can turn older hardware into a capable local-AI environment. The useful design question is what efficiency, isolation, and operational risk you are willing to trade.

GPU passthrough can turn older hardware into a capable local-AI environment. The useful design question is what efficiency, isolation, and operational risk you are willing to trade.

A lab-sized AWX deployment is easy to start and surprisingly instructive to operate. The important work begins with state, access, upgrades, and recovery.
