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The Precision Trap: Engineering for Real-Time Data at Scale blog post

Engineering Data Architecture

Mateusz Pulka

Mar 1, 2026

The Precision Trap: Engineering for Real-Time Data at Scale

How a noble attempt to use arbitrary-precision decimals caused a processing bottleneck during extreme market volatility, and why we pivoted to hardware-level float64 for our statistical engine.