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Parsing
Parsing is where bad data enters your system, or gets stopped at the gate. I write about strict validation at system boundaries, parsing market data formats correctly, and using type-safe approaches to ensure that malformed input fails loudly rather than producing silent wrong results. In financial systems, a parsing bug can propagate through every downstream calculation.
2026-05
Quant
Parsing Market Data: A Practical Guide for Quant Developers
Market data comes in many formats: FIX messages, exchange feeds, CSV exports, JSON APIs. Parsing is how you turn raw bytes into validated domain objects. This guide covers parsing fundamentals with …