independent development environment

DataSpell 2025.3: Visualization Cells, Multi-Agent Support, Jupyter Improvements.

Posted by Dronerator

With the 2025.3 release, DataSpell continues its mission to make data analysts more productive with the help of AI. In addition to improving DataSpell’s own AI agent, this release expands your options by introducing direct access to Claude Agent from the IDE – with more agents coming soon. DataSpell 2025.3 also includes major visualization workflow enhancements and Jupyter improvements.

Read on to discover everything that’s new in DataSpell 2025.3.

Download DataSpell 2025.3

Multiple agents in DataSpell

For the first time, DataSpell supports multiple AI agents. You can choose between:

  • DataSpell AI Agent – designed to operate and control DataSpell features via requests made directly in the AI chat.
  • Claude Agent – great for code assistance and documentation.

Simply open the AI chat, pick your agent, and start collaborating. More agents will be added in future updates.

Visualization enhancements

In-chat visualizations

It’s now possible to generate and view charts directly in the AI chat – no extra steps required.
DataSpell AI agent can:

  • Understand datasets automatically.
  • Generate visualizations as JSON-based specs.
  • Display visualizations in the chat or in dedicated visualization cells.

This makes exploratory data analysis smoother and more interactive.

Visualization cells in notebooks

We’ve added support for visualization cells, a new, no-code way to explore and present data in notebooks. You can now:

  • Add visualizations without writing code.
  • Instantly view visualizations inline.
  • Edit charts directly in the new no-code chart editor.

Jupyter improvements

DataSpell now automatically detects:

  • Missing values
  • Outliers
  • Duplicates
  • Format inconsistencies
  • Correlated or redundant features

You’ll get AI-powered suggestions to fix these issues instantly. Click Fix with AI to insert a new cell in the same Jupyter notebook with code generated to resolve the relevant issue.

Database updates

Query files

Following their addition to DataGrip, DataSpell now also uses query files in place of query consoles for a smoother and more consistent SQL workflow. Upon first launch after updating, you’ll be prompted to migrate your existing consoles automatically.

Cloud database connections

DataSpell now integrates with AWS, Azure, and Google Cloud. Connect your cloud accounts directly from the IDE, browse available databases, and create new data sources with a single click. All connected accounts appear under the Cloud tab in the Data Sources and Drivers dialog.

Islands theme by default

The Islands interface theme is now the default for DataSpell and is available in both dark and light variants. This update modernizes the visual experience without altering your workflows. To turn the new theme on or off, open the IDE Settings dialog and navigate to the Appearance & Behavior settings page.

We hope you enjoy exploring DataSpell 2025.3! This release marks another milestone in making DataSpell the most intelligent, context-aware IDE for data professionals. If you encounter a bug or have a feature suggestion, please share it on our issue tracker.
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Join the RubyMine Team on Reddit AMA Session

Posted by Dronerator

The RubyMine team will be stopping by r/jetbrains on December 11 from 1–5 pm CET and doing an Ask Me Anything (AMA) thread. You’re invited to join us!

This isn’t a product launch or a marketing campaign – it’s a chance to have an open conversation about RubyMine and the challenges you face as a Ruby and Rails developer. 

How to Participate

When: December 11, 1:00–5:00 pm CET (7:00–11:00 am EST)

Where: r/jetbrains

Format:Drop your questions in the AMA thread anytime during the session.
We’ll be online responding in real time, but if you can’t make it live, you can post your questions early. This AMA is your chance to tell us what matters most, what’s working well, what’s not, and where we can do better.

Who You’ll Be Talking To

The following members of the RubyMine team will be there to answer your questions: 

Why We’re Hosting This AMA

We know that great tools are built in collaboration with the people who use them every day. That’s why we want to talk directly with you about not only features, but how RubyMine actually fits into your daily workflows.

Your feedback is foundational to our roadmap. It helps us boost performance, refine the tools you already rely on, and choose what to build next.

So ask away! Whether you’re curious about the new RubyMine 2025.3 release, the debugger, code navigation, existing features, or the latest AI enhancements – we’re here to chat.

Part of JetBrains AMA Week

The RubyMine AMA is part of JetBrains AMA Week, a series of live Reddit discussions where teams from across JetBrains are connecting directly with their communities. Each AMA focuses on a specific product, giving users a space to share their experiences, ideas, and feedback.

If you have questions about JetBrains AI Assistant features specifically, the AI team is doing an AMA on December 12 at 1:00–5:00 pm CET, where they’ll be able to answer questions about their strategy and the direction they’re headed in. We’re happy to discuss how AI features work in RubyMine and your feedback on them, but for more general questions about JetBrains AI, you’ll be better off consulting the AI team.

See the full AMA Week schedule here.

We’re looking forward to hearing from you on December 11 at 1:00 pm CET!

The RubyMine team