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2 articles found

Spring Annotations in Use Cases: Purity Fetish or Production Reality?
clean architecture
Featured

Spring Annotations in Use Cases: Purity Fetish or Production Reality?

The debate over using @Transactional and @Service in your application layer gets to the core tension between architectural ideals and shipping real software.

#clean architecture#Framework Coupling#hexagonal architecture...
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Java Streaming is Dead: Why Your 75GB CSV Ingestion Strategy Belongs in 2015
big-data

Java Streaming is Dead: Why Your 75GB CSV Ingestion Strategy Belongs in 2015

A brutal case study comparing Java streaming approaches against modern tools like DuckDB and Spark for massive data ingestion, revealing why traditional methods are costing you time and sanity.

#big-data#data-engineering#duckdb...
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