The recently disclosed CopyFail Linux kernel zero-day (CVE-2026-31431) opens up a way for code running inside a container to break out onto the underlying node. We took a close look at our hubs to…

To facilitate communities using JupyterHub for a workshop, we introduced the idea of a ‘shared password’ based authentication a few years ago. This lets communities set a single global password that…

Our collaborators at NASA VEDA recently asked us about the rationale behind policies for upgrading our infrastructure relatively quickly when new versions come out. Here’s the explanation that we…

A conversation with 2i2c’s Jim Colliander on the recent strategic consulting partnership with IOI aimed at strengthening their business development capacity and accelerate progress toward…

Our collaborators at NASA VEDA recently asked us about the rationale behind policies for upgrading our infrastructure relatively quickly when new versions come out. Here’s the explanation that we…

This may be due to an incorrect BASE_URL configuration. See the MyST Documentation for reference.

Reproducible, sharable, open, interactive computing environments.

Updates from the Jupyter Book subproject.

The JupyterHub and Jupyter Book communities are hiring a community manager.

Development priorities and initiatives for 2i2c's platform

TL;DR # nbgitpuller now has improved UX context-aware error handling. Try out the pre-release version 1.3.0b1 and let us know what you think by opening an issue or via the feedback form below 🚀

What happened # The STRUDEL team hosted an all-day workshop with over thirty participants prototyping web applications using the STRUDEL Design System and AI assistants in a custom hub environment…

Storage quotas help users avoid running out of space unexpectedly and give administrators visibility into capacity planning. However, storage usage can change rapidly, and it’s important to have…

As we wrapped up 2025, we felt compelled to incorporate what we learned over the year into our strategic direction, and to update our organizational documentation accordingly. Here’s a quick rundown…

This year we’ve prioritized making the cloud safe to try for our member communities. This has driven work in monitoring, alerting, and automating infrastructure so that we resolve small problems…

Openscapes ran a NASA Champions program in November, bringing 30 participants together to learn about NASA Earthdata and the earthaccess Python library. We provided JupyterHub infrastructure for…

We are excited to announce that we have extended our cloud cost dashboards to support display costs filtered by user groups using Grafana! This new feature allows administrators to monitor and manage…

The Science Platforms Coordination IHDEA working group (which includes our own Jim Colliander) is developing international standard software computing environments for Heliophysics. The working group…

As I attend the CZI Open Science 2025 meeting, it’s a good moment to reflect on the many ways CZI has positively impacted both 2i2c and the Jupyter Project. The funders who support organizations like…

We love when collaborators contribute back to the tools we maintain! Andy Teucher from OpenScapes recently fixed a documentation issue in jupyter-sshd-proxy that benefits everyone using the tool. jupyter-sshd-proxy...

Join us in shaping the future of open source at UC Berkeley, building on its rich legacy of leadership in open source software development. There w...

Reproducible, sharable, open, interactive computing environments.

If you’ve worked with GitHub Actions in open source projects, you might encounter a hard-to-debug error where repository secrets are simply empty. That’s probably because the PR is from a forked…

We are excited to announce that dashboards to monitor cloud usage and costs at a per-user level are now available! A key goal of 2i2c is to make the cloud safe for science.

Over the past year we’ve experimented with being more strategic about supporting upstream communities as a team. This post summarizes our current plan, including team targets and practices we’ll…

One of 2i2c’s goals is to make the cloud safe for science. A big part of this is making the black box of commercial cloud infrastructure more predictable and reliable for our member communities,…

This is a running blog post for Chris to share out community updates from his time on the Jupyter Executive Council. See context for this page. Updates for the Jupyter community from Chris # Chris…

We’ve been working to reduce the base costs of running our cloud infrastructure on AWS by switching to more efficient instance types for our core nodes. This is the core infrastructure we use to ensure...

On August 29, 2025 our cloud infrastructure team experienced an incident with the UC Merced community hub when students tried to login simultaneously at the start of class. For more detailed…

At 2i2c, we aim to be an exemplar organization in working openly, supporting open science, and supporting open source communities in everything that we do. We believe that open science is a process,…

Any organization building on open source faces a fundamental tension: how do you serve the needs of your organizational stakeholders while also acting as a responsible steward of the upstream…

Discover the future of data science with hands-on training, visionary keynotes, innovative tools, and insights from top Jupyter contributors.

The Jupyter Community Building Working Group is pleased to announce that the next call for proposals for Jupyter Community Workshops is now…

About the Python Exchange for the Department of Energy: https://meetup.doepy.org/ Sign up here to be notified when the next Python Exchange is scheduled: https://bit.ly/py-exchange Guest Panelist:…

The Jupyter Community Building Working Group is pleased to announce that the next call for proposals for Jupyter Community Workshops is now…

Documentation is incredibly important for open source projects to communicate their value and show users how to make the most of their tools. However, it’s one of those things that often gets…

This post highlights what stood out to us from last quarter and reflects on the targets we set at the start of the quarter. This quarter, our team learned the importance of shipping iteratively and…

The Problem # Two of our the communities we serve ( NMFS Openscapes and CryoCloud) reported issues with starting GPU nodes on their hubs. Upon investigation, I discovered that the cluster autoscaler…

Our team demonstrated how modern DevOps principles and cloud infrastructure can seamlessly support large-scale technical workshops for over 200 attendees.