Use when HNSW or IVF parameters are being tuned, an embedding model is swapped, or vector search recall was never measured. Builds brute-force ground truth, measures recall@k against latency and detects embedding drift for Qdrant, Weaviate, pgvector, Pinecone, Elasticsearch k-NN and Milvus.