Blog | Data Engineering Hub | Mage AI

Platform

Solutions

Resources

Pricing

Try

Demo

Try Mage

Menu

Practical insights for building and running data systems

Foundations

Foundations

How does this world work?

AI-Ready Data: Why intelligent systems fail in production — and what it takes to make data usable for AI.

The Ultimate Guide to Google Cloud Data Engineering

Machine Learning Pipelines for Data Engineers

Data Pipeline Orchestration: The Ultimate Guide for Data Engineers

Data Ingestion Tools & Python: The Ultimate Guide

RAG Pipelines: The Ultimate Guide for AI Data Engineers

Data Engineering Fundamentals: Python & Cloud Tools for ETL

Apache Airflow for Data Engineers: Master Pipeline Orchestration

ETL Pipeline Architecture 101: Building Scalable Data Pipelines with Python, SQL & Cloud

Airflow Alternatives in 2025: A Deep Dive into Mage AI, Dagster, and Prefect

Optimizing regulatory adaptability in financial tracking systems with Mage

Optimizing Transaction Monitoring: Mage Conditional Blocks for BSA Professionals

Getting started with Apache Flink: A guide to stream processing

Data sources: Common data sources in modern pipelines

Made in Silicon Valley © 2026

Made in Silicon Valley © 2026