Information Systems • Software Development
The Bottleneck Was Never the Vector
Vector-search benchmarks measure the one part every engine already optimized and ignore the thing that actually breaks production retrieval: filtering against live business data. That reframes the entire pgvector vs Qdrant vs Pinecone debate.
S.J. Nam, Ph.D Jul 4, 2026 7 min read