Blog

Updates, tutorials, and insights from the DataCompose team.

Recent Posts

My Battle with Datetimes
2025-12-13 12 min

Date inference is genuinely hard—there is no universal standard. This is my personal battle with datetime parsing and how DataCompose primitives solve it.

Smart Primitives: The Design Philosophy Behind DataCompose
2025-09-15 8 min

How do we design a system that allows for infinite variations in data cleaning while still providing meaningful abstraction? The answer: smart primitives and composition.

DataCompose Smart Primitive Design: Technical Architecture
2025-08-26 8 min

A deep dive into how DataCompose primitives work under the hood—from the copy-to-own model to AST-based pipeline composition.

Introducing DataCompose: Transform Your Data Pipeline
2025-08-19 5 min

Today we're excited to announce DataCompose, a new way to build data transformation pipelines...

Three Stories of Billion Dollar Garbage In, Garbage Out Failures
2025-01-02 8 min

From Target Canada to TSB Bank to the Epic sepsis model, three disasters that share a common thread: rigid systems that could not handle edge cases.

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