The New Stack Podcast Jupyter Deploy: the New Middle Ground between Laptops and Enterprise
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Nov 14, 2025 Jonathan Guinegagne, a Senior Software Engineer at AWS's open-source team, discusses the launch of Jupyter Deploy at JupyterCon 2025. This tool is designed for small teams, educators, and researchers who need enhanced cloud collaboration without complex setups. Jonathan explains how Jupyter Deploy simplifies deployments using an encrypted stack with Docker and Terraform. He reveals its future plans, including Kubernetes integration, and highlights its vendor-neutral, community-driven approach, making it a unique solution in the cloud landscape.
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Solving The Middle Ground Problem
- Jupyter Deploy targets users stuck between local laptops and enterprise-managed services who need cloud compute and collaboration.
- It fills a middle ground by automating complex cloud scaffolding so small teams can run Jupyter securely in the cloud.
Use And Extend Templates
- Use templates to make Jupyter Deploy extensible across clouds, identity systems, and compute choices.
- Contribute templates to adapt deployments to other providers, on-prem, or Kubernetes clusters.
Education And Small Teams Demand Simplicity
- Educators and workshop hosts asked for easy cloud Jupyter to provide GPUs and avoid signup hoops for students.
- Small research teams and startups also requested simpler multiuser setups than JupyterHub to reduce operational burden.