Ryzen AI Max Mini PCs for Local AI: Big Memory, Small Box, Real Tradeoffs
Ryzen AI Max mini PCs promise huge shared memory in a tiny box. Here is where they make sense for local AI, and where an RTX tower still wins
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T. Calleja
20-year IT veteran turned AI enthusiast. I test the tools, cut through the hype, and write the guides I wish existed when I started.
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Use the archive as a build map.
Newest posts are useful for context. These hubs are better when you are ready to choose hardware, workflows, or a first setup.
Author archive
Latest from T. Calleja.
96 published posts.
2.5GbE or 10GbE for Local AI? A Practical Home-Lab Network Upgrade
A practical guide to 2.5GbE and 10GbE networking for local AI labs, Mac Minis, NAS model libraries, ComfyUI boxes, and GPU workstations
Back Up Your Local AI Lab Before the Model Drive Dies
A practical local AI backup and restore plan for ComfyUI, Ollama, model libraries, workflows, outputs, configs, and home-lab storage
Run a Headless ComfyUI GPU Box From a Mac Mini Without Making a Mess
A practical guide to running a headless ComfyUI GPU workstation from a Mac Mini, covering network access, storage, power, security, and buying tradeoffs
Build a NAS Model Library for Local AI Without Slowing Everything Down
A practical NAS guide for local AI home labs, covering shared model storage, ComfyUI and Ollama paths, 2.5GbE vs 10GbE, HDD vs SSD pools, backups, and buying tradeoffs
VLAN Your Local AI Box: A Practical Home-Lab Network Plan
A practical guide to isolating local AI boxes, ComfyUI workstations, agents, NAS storage, and lab devices with VLANs, firewall rules, and safe defaults
How Much RAM Do You Need for a Local AI Home Lab? 32GB vs 64GB vs 128GB
A practical RAM guide for local AI home labs, covering 32GB, 64GB, 128GB, ComfyUI, Ollama, Mac mini unified memory, and PC upgrade choices
Best Starter GPUs for ComfyUI and Local AI: 16GB Cards, Budget Picks, and What to Avoid
A practical starter GPU guide for ComfyUI and local AI builds, covering RTX 5060 Ti 16GB, RTX 4060 Ti 16GB, RX 9060 XT 16GB, and Arc B580
External SSDs for Local AI: How Fast Your Model Drive Actually Needs to Be
A practical local AI storage guide for Mac Mini, ComfyUI, Ollama, and GPU labs.
Best Local AI Home Lab Setup in 2026: Mac Mini, RTX 3090, ComfyUI, and Ollama
A practical 2026 local AI home-lab roadmap for choosing your first Mac Mini, RTX 3090, ComfyUI, Ollama, storage, and automation setup.
n8n vs Zapier vs Make: Which AI Automation Tool Should You Use in 2026?
n8n, Zapier, and Make all handle AI automation differently. Here is the practical pick for creators, small businesses, agencies, and technical teams.
M5 Mac for AI: Which Model Should You Actually Buy?
Buying an M5 Mac for AI? Start with unified memory, not the chip name. Here is the practical pick between M5, M5 Pro, M5 Max, and NVIDIA.