⭐️ Mage Pro’s latest enhancements streamline how data engineers build, manage, and troubleshoot pipelines. By centralizing versioning, boosting collaboration, and leveraging AI-driven insights, data teams can focus on true data challenges instead of platform overhead. These improvements foster stronger collaboration, reliability, and productivity across the data engineering lifecycle.

🔍 AI Q&A

Get your Mage Pro questions answered directly in Mage Pro with our AI sidekick. Mage Pro’s AI sidekick will provide best practices, code snippets, and troubleshooting steps all without leaving the platform.

Key Benefits:

• Accelerate problem-solving with real-time, relevant solutions.

• Reduce context switching and external research for faster development.

• Improve productivity through immediate guidance and knowledge sharing.

🗄️ File versioning

Keep track of your pipeline changes with file versioning. Quickly compare revisions, revert to previous versions, and maintain a clear audit trail for data governance and compliance.

Key Benefits:

• Protect against accidental overwrites or lost work with easy rollbacks.

• Enhance collaboration by providing a single source of truth for code changes.

• Ensure reproducibility and maintain detailed history for compliance needs.

🪶 Multiple deployment configurations

Easily manage and switch between different deployment environments. Use the same pipeline code across dev, staging, and production with environment-specific configurations.

Key Benefits:

• Eliminate manual reconfiguration errors by storing environment settings in one place.

• Streamline deployments and minimize downtime with reusable, tested configurations.

• Scale pipelines faster by automating environment-specific parameters.

🛠️ Pipeline and pipeline runs filtering and search

Quickly locate and analyze pipeline runs with filtering and search capabilities. Identify relevant runs, pinpoint performance issues, and streamline troubleshooting.

Key Benefits:

• Rapidly surface critical information with flexible filter and query options.

• Speed up diagnostics and root-cause analysis of pipeline runs.

• Improve collaboration and organization with clear, targeted views of data.

🎥 Markdown editing live preview

Create and refine documentation in real time with integrated Markdown live preview. See exactly how your notes, README files, and explanations will appear as you type.

Key Benefits:

• Eliminate guesswork and formatting surprises by viewing the final output immediately.

• Encourage thorough documentation for seamless knowledge transfer.

• Maintain consistent styling and structure across the platform with instant feedback.

📝 Pipeline author association

Automatically record and display the original author of each pipeline to enhance visibility and collaboration. Quickly identify contributors for streamlined communication and accountability.

Key Benefits:

• Establish clear ownership and accountability for each pipeline’s quality.

• Simplify handoffs by connecting questions or issues to the right expert.

• Strengthen audit trails and compliance with visible author history.

🌠 VSCode Integration

Connect Mage Pro with Visual Studio Code, allowing you to develop and manage pipelines without leaving your preferred coding environment. Access real-time code assistance, debugging, and version control, all while leveraging Mage Pro’s powerful data pipeline features.

Key Benefits:

• Accelerate development by unifying your coding and pipeline management in one place.

• Boost quality with in-IDE syntax checks, intelligent suggestions, and integrated debugging.

• Simplify collaboration through consistent version control and alignment with team workflows.