the capability log

Runcell Features

Discover how runcell transforms your Jupyter workflow with AI-powered features. Watch detailed demos and see each capability in action.

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product walkthrough

Quick intro to runcell — see how it transforms your Jupyter workflow

01autonomous agent

autonomous agent

Give it a goal, it runs the notebook

Describe the outcome you want. Runcell plans the steps, writes the code, executes the cells, and fixes errors as it goes — an autonomous agent working end to end inside your notebook.

Multi-step workflows, executed for you

key benefits

  • Fully autonomous notebook execution
  • Complex workflow automation
  • Reduces manual repetitive tasks
  • Smart error handling and recovery
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02in-context assist

in-context assist

Ask about any cell, apply the fix in one click

Select a cell and ask what is wrong or what comes next. Runcell reads the surrounding code and outputs, generates the fix, and recommends your next step — all without leaving the notebook.

AI that understands the cells around it

key benefits

  • Natural language queries about your code
  • AI-powered code generation
  • Smart recommendations for next steps
  • Seamless Jupyter integration
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03learn by doing

learn by doing

Understand unfamiliar code with live examples

Hit an algorithm or library you do not know well? Runcell explains it with runnable examples right in your notebook — like comparing K-means vs DBSCAN on real data instead of digging through docs.

Concepts explained with runnable cells

key benefits

  • Interactive explanations with live code examples
  • Step-by-step algorithm comparisons
  • Visual learning with real-time execution
  • Perfect for data science education
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04domain expertise

domain expertise

You bring the domain, the agent writes the code

For domain experts who think in problems, not Python. Describe the analysis or figure you need — like a genomics circos plot — and Runcell handles the implementation.

Research-grade code, minus the boilerplate

key benefits

  • Describe the analysis in domain terms, get working code
  • Publication-ready figures, like circos plots
  • Handles library boilerplate and data wrangling
  • Built for researchers, not software engineers
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Ready to Transform Your Jupyter Workflow?

Join thousands of data scientists and researchers who are already using runcell.dev to supercharge their notebook experience.

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free to start · runs in your JupyterLab · no API key required