Topic

#llm

Illustrated overview of Using LLMs Inside Data Pipelines: 4 Patterns That Actually Work in Production

AI & GenAI

Aug 30, 20268 min read

Using LLMs Inside Data Pipelines: 4 Patterns That Actually Work in Production

Beyond chatbots: how data engineers use LLMs for entity extraction, data classification, documentation generation, and pipeline triage — with cost controls.

ai
llm
python

Illustrated overview of MCP for Data Engineers: A Tool Bus, Not a Warehouse Login

AI & GenAI

Aug 30, 202610 min read

MCP for Data Engineers: A Tool Bus, Not a Warehouse Login

Model Context Protocol as a tool bus for warehouse and pipeline context — read-only roles, no DROP, and prompt injection that hides in table comments.

Illustrated overview of RAG Pipelines for Data Engineers: You Already Know How to Build This

AI & GenAI

Aug 27, 20269 min read

RAG Pipelines for Data Engineers: You Already Know How to Build This

Retrieval-augmented generation is an ETL problem wearing an AI costume. How to build a production RAG ingestion pipeline with the skills you already have.