Embedding models get swapped; corpora grow; user language shifts. Drift often shows up as a slow rise in near-miss retrievals before any single metric alarms.

We track a lightweight centroid fingerprint per collection and a weekly silhouette of nearest-neighbor overlap. If overlap collapses, re-index before rewriting prompts.