Wat is Materialisation, feature freshness?

Materialisation is the job that computes feature values from their definitions and writes them to a store, in batch for the offline store or continuously for the online one. Feature freshness is the age of a served value: the time since the newest input it reflects, which a production system monitors and bounds.