Guide
15 high-value data engineering use cases for proactive durable AI agents
Fifteen proposed agent workflows for data operations, with a reusable architecture, an incident-investigation example, and a staged approach to autonomy.
Systems in Practice · Library
Guides
Structured references for studying data platforms and AI system design.
6 items · newest first
Guide
Assess and preserve abstractions in a Python monorepo with Cursor
Download Cursor rules to assess existing module contracts and guide future changes in a Python monorepo.
Guide
Data System Design Interview Glossary
The core concepts and tradeoffs used in data-platform architecture interviews.
Guide
Study Guide: Data Operations Architecture at Scale
A study guide to ingestion, enrichment, quality, governance, and operations at scale.
Guide
Agentic Systems Design Interview — Concept Glossary
A reference to requirements, architecture, and operational concepts for agentic systems.
Guide
Study Guide: The Nemotron 3 Super Data Engineering Pipeline
A structured reference to the stages and tradeoffs in the Nemotron pretraining data pipeline.
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