Overview of how DoubleVerify applied core programming principles (abstraction, modularity, DRY) to transform scattered SQL into reusable DBT packages. A three-layer architecture—raw data, standardized signals, and modular packages—enables building scalable, reusable DBT pipelines that work with any conforming input and reduce onboarding time.