Posted inDatabase Stop Over-Engineering: High-Performance PostgreSQL Search without Elasticsearch April 20, 2026 Is Elasticsearch overkill for your app? Learn how we achieved sub-100ms search on 1.2M rows using PostgreSQL's native GIN indexes and tsvector.