
Vector Databases: What They Are, How They Work, and When You Need One
A practical guide to vector databases -- how embeddings and ANN algorithms work, and an honest comparison of Pinecone, Weaviate, Qdrant, and pgvector.
31 articles

A practical guide to vector databases -- how embeddings and ANN algorithms work, and an honest comparison of Pinecone, Weaviate, Qdrant, and pgvector.

CQRS separates read and write models for independent optimization. Event Sourcing stores every state change as an immutable event. Learn when each pattern solves real problems, with TypeScript implementations, projection examples, and event store comparisons.

The CAP theorem forces a trade-off between consistency and availability during network partitions. Learn how PostgreSQL, Cassandra, DynamoDB, and other databases handle this trade-off, plus the PACELC extension that captures what CAP misses.

A complete guide to PostgreSQL index types. Learn when to use B-Tree, Hash, GIN, GiST, BRIN, and partial indexes with real SQL examples, EXPLAIN ANALYZE verification, and index maintenance strategies.
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