Design your pipeline one step at a time—without writing a single line of code. Mage Pro AI can generate complete, production-ready code blocks for every stage of your data workflow. Whether you’re loading from S3, transforming with Polars, or joining warehouse tables, just describe the step and Mage writes the logic for you—clean, correct, and context-aware.

How it work

Tell Mage what you need: “Load this CSV from S3,” “Join with this Delta Lake table,” “Clean nulls in this column,” or “Calculate weekly aggregates.” Mage Pro AI instantly generates the full code block with proper syntax, libraries, and structure—tailored to your environment and dependencies. Each block can be reviewed, edited, or used as-is in your pipeline.

Why it matters

Building data pipelines should be about logic, not boilerplate. Writing every block by hand is slow and repetitive. Mage Pro AI speeds up development by giving you smart, reusable code blocks that integrate cleanly with upstream and downstream steps—so you can spend more time solving problems and less time typing solutions.