S3 is often misused as a database for structured data queries

6/10 Medium

Developers store and query structured data (JSON, etc.) directly from S3, treating it like a database. This approach is slow, expensive, and lacks proper query capabilities, forcing manual scanning of data.

Amazon S3
Category
architecture
Workaround
hack
Stage
build
Freshness
persistent
Scope
single_lib
Recurring
Yes
Buyer Type
team

Sources

Collection History

Query: “What are the most common pain points with S3 for developers in 2025?”4/5/2026

Using S3 Like a Database: Storing structured data (like JSON) in S3 and scanning it manually is a common trap... Searching, updating, or querying structured data directly from S3 is slow and expensive.

Created: 4/5/2026Updated: 4/5/2026