5 articles
LLM evals are automated quality assessments that work as a funnel before experiments, not as a replacement.
Spotify explains why they maintain separate tech stacks for personalization and experimentation rather than combining them into one system.
This article outlines a structured framework for revamping data science interview processes to better assess candidate skills, reduce hiring errors, and adapt to evolving business needs.
This article presents an ETL design document template used at Square to improve data quality, team consistency, and documentation practices.
This post describes the peer review process for data science work developed at Square, drawing from both software code reviews and academic peer review traditions.
Spotify