Topic analysis

Do you even need a database?

A technical analysis argues that many applications may not need a traditional database initially, as simple file-based approaches like in-memory maps or binary-searched JSONL files can outperform SQLite for primary key lookups at small to medium scales. Benchmarks show these methods handle significant load, with databases becoming necessary primarily for complex queries, joins, multi-process writes, or datasets exceeding RAM.