Hardware
Daily-driver workstations
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Windows Workstation
CPU: Intel Core Ultra 7 265K · RAM: 32 GB DDR5-6400 (2 × 16 GB) · GPU: EVGA 3070 Ti FTW3 · Storage: 2 TB Samsung 970 EVO NVMe
Newest hardware in the lab. The host rides the desk Flex switch; the VM's passed-through NIC drops it onto a separate VLAN. Backed up to TrueNAS with Veeam.
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Mac Studio
Chip: Apple M2 Ultra · RAM: 192 GB unified memory · Storage: 2 TB internal SSD · Dock: CalDigit TS3 Plus (Thunderbolt 3)
Apple Silicon handles inference, so the AI/LLM Docker stack and a local MLX model live here, keeping the Proxmox box free for media + storage. The dev and Jenkins VMs ride a dedicated NIC on their own VLAN.