New York

October 15–17, 2025

Berlin

November 3–4, 2025

Julie is a senior software engineer at Spring. She has lead projects to improve search performance, personalize the user shopping experience, and ingest real time product updates at scale. She graduated from Yale University with a degree in Cognitive Science and currently lives in New York City.

Strategies to Edit Production Data

At some point, we all find ourselves at a SQL prompt making edits to the production database. We know it's a bad practice and we always intend to put in place safer infrastructure before we need to do it again — what does a better system actually look like?

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