The Semantic Tax: S3 Annotations and the Death of the Blind Object Store
For two decades, Amazon S3 has reigned as the internet’s default hard drive, but it has historically been mathematically and semantically blind. Developers have treated S3 as a dump for binary payloads, but when they needed to index, query, or reason about those files, they were forced to maintain a parallel database—such as DynamoDB, Postgres, or Elasticsearch—just to map out what sat inside their buckets. The release of Amazon S3 Annotations and its companion S3 Tables Model Context Protocol (MCP) Server…