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Co-authored-by: Jenny Wong <[email protected]>

docs/blog/2024-06-14-project-pythia-mystmd.md

@@ -8,12 +8,12 @@
 
 This last week members of the ExecutableBooks team attended the Pythia Cook-off 2024 hackathon to help support and introduce [MyST Markdown](https://mystmd.org) as the next generation infrastructure being used for Jupyter Book v2.
 
-Project Pythia serves as an education and training hub for the geoscientific Python community, acting as the educational wing of the Pangeo initiative. It provides an extensive range of Python-centered learning resources that are open-source, community-owned, geoscience-focused, and of exceptional quality. These resources and tutorials or “Cookbooks” offer ways to onboard into the geoscientific python ecosystem and demonstrate ways to process and understand vast amounts of numerical scientific data using tools that support open, reproducible science, while fostering an inclusive community of practice. The Project Pythia technical stack has been based on Jupyter Book, whose next release is undergoing significant development at the moment through the mystmd project. Members of the MyST team attended the hackathon and helped with onboarding, development of new features, and bug fixes throughout the week. It was an exciting event that showcased the power of the new tools that we aim to capture in this post.
+Project Pythia serves as an education and training hub for the geoscientific Python community, acting as the educational wing of the [Pangeo](https://pangeo.io/) initiative. It provides an extensive range of Python-centered learning resources that are open-source, community-owned, geoscience-focused, and of exceptional quality. These resources and tutorials or “Cookbooks” offer ways to onboard into the geoscientific Python ecosystem and demonstrate ways to process and understand vast amounts of numerical scientific data using tools that support open, reproducible science, while fostering an inclusive community of practice. The Project Pythia technical stack has been based on Jupyter Book, whose next release is undergoing significant development at the moment through the mystmd project. Members of the MyST team attended the hackathon and helped with onboarding, development of new features, and bug fixes throughout the week. It was an exciting event that showcased the power of the new tools that we aim to capture in this post.
 
 ## Cookbook Architecture
 
 The Project Pythia architecture relies on a number of Jupyter Books in separate repositories under the “Project Pythia” GitHub organization. Each Cookbook is contributed to by different authors who bring their own approaches to collaboration. To elevate the resources and incorporate them into the Pythia brand, there is a custom theme (including headers, logos and footers) and these resources are brought together in a gallery where users can filter and sort the cookbooks. In addition, there is a [Foundations cookbook](https://foundations.projectpythia.org/landing-page.html) that lays out general practices and resources that are useful throughout the computational geoscience community, with tutorials on everything from Jupyter and GitHub to the specific tools that are commonly used.
-The Project Pythia infrastructure team has faced several challenges in maintaining their infrastructure that has hindered scalability of the project as well as maintenance burden on the team:
+The Project Pythia infrastructure team has faced several challenges in maintaining their infrastructure that has hindered the scalability of the project as well as the maintenance burden on the team:
 
 Configuration Sharing
 : Updating shared configuration elements like navigation and branding requires changes to each individual cookbook, creating a time-consuming process where the infrastructure team opens many similar pull-requests to each individual cookbook to update the site as a whole.