Vector Database Operations

The Hidden Failure Modes of Dense Vector Search, ANN Indexes, and RAG Infrastructure Most engineering teams learn this the hard way: vector databases don’t fail like relational systems or search indexes. They fail in quiet, geometric, and catastrophic ways that often go unnoticed until correctness, latency, or agent performance collapses. Dense vector search systems built…