Freshness Is the Missing SLO in Production Vector Search

The Index Can Be Fast and Still Be Wrong Vector search teams usually define performance with query latency, recall, and throughput. Those measures matter, but they can all look healthy while the system returns a stale version of a document that changed minutes ago. The index is fast. The answer is still wrong. This failure is easy to miss because...