This is a working notebook for the decisions and compromises behind a useful local inference environment.
Context
Benchmarks are helpful, but they rarely capture the operational details that decide whether a local AI setup remains useful after the first week.
The direction
The notes will cover hardware, model selection, power use, storage, networking and the surrounding workflows rather than raw tokens per second alone.
What comes next
Measurements and configuration notes will be added as the lab evolves.