Give Your Local AI Lab a Scratch Drive Before Your Boot Disk Fills Up
A practical scratch-drive plan for ComfyUI, Ollama, Hugging Face caches, Docker volumes, and local AI outputs before your boot disk becomes the bottleneck
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Reporting, practical guides, and considered advice from the TokenByte archive.
Put a Model Router in Front of Your Local AI Lab
Add one local AI model router so apps can reach your Mac mini, RTX box, and fallback models through a stable endpoint
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Add Prompt Tracing to Your Local AI Lab Before Agents Go Wrong
Add private prompt tracing to local AI automations so you can debug bad answers, slow runs, and hidden tool failures without guessing
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Build a Local AI API Gateway Before Your Automations Sprawl
Build one local AI API gateway for Ollama, llama.cpp, and home-lab automations before every app hard-codes its own model endpoint
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RTX 5080 for Local AI: When 16GB VRAM Is Enough
A practical RTX 5080 local AI guide: when 16GB VRAM works, when it fails, current price context, and better alternatives
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Start a Benchmark Log Before You Buy More Local AI Hardware
A practical guide to measuring Ollama, ComfyUI, power, thermals, and repeatability before buying another local AI upgrade
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Should You Add a Second GPU to Your Local AI Box?
A practical guide to when a second RTX GPU helps local AI, when it wastes money, and how to split Ollama and ComfyUI workloads cleanly
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Run Your Local AI Stack With Docker Without Making It Fragile
A practical Docker Compose plan for Ollama, Open WebUI, and ComfyUI home-lab AI boxes, with sane volumes, ports, updates, and rollback habits
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Make Open WebUI and Ollama Useful on Your LAN Without Exposing Your AI Box
A practical home-lab guide to running Open WebUI and Ollama on your network without careless port forwarding or public AI endpoints
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Stop Letting Ollama and ComfyUI Fight Over One GPU
A practical one-GPU local AI plan for running Ollama, ComfyUI, and Docker workloads without random VRAM fights or mystery slowdowns
Read the article →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.
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