Practical insights for building and running data systems
Spellcraft
Build data pipelines with your AI coding assistant: Meet mage-agent

Capture changes as they happen with the Mage MySQL CDC streaming source

Build a crypto trading data pipeline with PySpark in Mage Pro

Connecting Microsoft Fabric to Mage Pro: A complete integration guide
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Connect dbt models to Mage Pro blocks (Step-by-step tutorial)

Build an AI-Powered MCP pipeline with Mage Pro - Part 2: Building the intelligence layer, connect your documents to Claude via MCP

Build an AI-Powered MCP pipeline with Mage Pro - Part 1: Extract, Transform, and Structure PDF Data for AI Integration

How to Integrate Mage Pro with VS Code: Step-by-Step Guide

The Ultimate Guide to Data Transformation ETL/ELT Pipelines in Python

Mastering Data Transformation with Mage SQL Blocks: A Technical Guide for Data Engineers

Step-by-step guide to connecting Mage Pro SQL blocks with Databricks

Streamline data transfer: The ultimate data integration guide SFTP to BigQuery

Guide to accuracy, precision, and recall

DBT Integration: The Essential Guide for Data Engineers
