Data Engineering Reference

A compact static site with a high-level cheat sheet, practical playbooks, and copyable snippets for common data-engineering work.

Overview

Cheat Sheet

Core concepts, platform awareness, interview patterns, learning order, and project structure.

Daily Work

Playbooks

Step-by-step operational guides for onboarding sources, backfills, failures, quality checks, and releases.

Patterns

Snippets

Reusable SQL, dbt, Airflow, Spark, and validation patterns you can adapt quickly.