Build reusable pipelines in half the time
Mage AI’s modular blocks act like data engineering Legos—snap components together to create production-grade workflows.
Composable architecture
Each block is a standalone file that can be shared and executed independently, accelerating development time by reusing code across different pipelines.
Code with live data previews
Mage’s data pipeline builder shows real-time code execution results — no more “run and pray” development.
Interactive coding experience
This real-time feedback loop accelerates the development process by enabling quick iterations and debugging without the need to switch contexts or navigate through different interfaces.
Catch bugs before they crash prod
Mage bakes reliability and testing into every block with battle-tested workflows.
Test-driven development simplified
Write multiple tests directly in blocks to validate data during development and in production.
Proactive defense system
Failed tests block pipeline execution to prevent broken data flows.
Reusable validation tests
Write a suite of data quality checks once and apply them to multiple blocks across different pipelines.
Collaborate and win together
Data engineering is now more productive, collaborative, and fun together than ever.
Version control
Native Git terminal handles commits, rebases, merges and more without breaking pipeline states.
Pair debugging
Investigate issues and squash bugs with your teammates.
Workspaces for data engineers
Launch individual coding workspaces for each developer with isolated file system and dedicated resources.
Safeguard every code change
Mage automatically tracks every edit, config update, and pipeline change, no Git expertise required.
Restore lost code in seconds
Revert code + configs + dependencies to last stable state.
Fix single files
Patch a single block without resetting entire pipelines.
Integrate your own VSCode without friction
Get instant cloud scale without leaving your local VSCode. Bridge local development and production execution without complex setups.