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Protobuf Everything? When Your Type Safety Becomes a Straightjacket

The binary-first movement is pushing Protobuf into every layer of the stack. Here’s where it genuinely helps, and where it’s just trading one set of problems for a worse set.

#json#protobuf#serialization...

binary-encoding

The Great JSON Resurrection: Binary Encoding’s Revenge on Performance Critics

Relational purists declared JSON dead in production databases. Then binary encoding arrived with 2,346x speedups and made them eat their words. Here’s how modern systems actually make semi-structured data fly.

#binary-encoding#database-performance#json...

data-engineering

JSON in PySpark: The Performance Trap You’re Probably Falling For

Why writing large PySpark DataFrames as JSON to S3 is fundamentally flawed – and what you should do instead

#data-engineering#json#pyspark...