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 / Category
AI compute
Build around the model, not the buzzword. Explore local inference, repurposed GPU systems, and repeatable prompt evaluation without confusing AI work with Bitcoin mining.
Choose an application and measure its memory needs, response quality, throughput, and latency. These guides connect workload requirements with hardware tests.
3 in-depth guides
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.