Choosing an AI compute appliance for real workloads
Size the whole system around your model, memory budget, latency target, and software support.
6 min readRead the guide ↗
Journal / Topic
Local AI
Plan local models, inference, and evaluation around measured requirements. These guides cover memory budgets, reproducibility, software support, and the limits of hardware reuse.
Follow this topic across the journal. Start with the guide that matches your immediate question, then use the related reading to connect hardware selection with setup and operation.
3 guides on this topic
AI prompt mining hardware: build a repeatable evaluation loop
Turn prompt discovery into a reproducible experiment. Know when you need local compute—and when you do not.
6 min readRead the guide ↗
Can you repurpose a GPU mining rig for AI?
Inventory the rig, verify compatibility, and run a small representative trial before committing to a rebuild.
6 min readRead the guide ↗
Your next move
Build your understanding.
Then build your setup.
Good hardware decisions start with better questions.