Python

911: The Future of Python Notebooks is Here — with Marimo’s Dr. Akshay Agrawal

911: The Future of Python Notebooks is Here — with Marimo’s Dr. Akshay Agrawal

Software developer Akshay Agrawal discusses Marimo, a next-generation reactive notebook for Python designed to solve the reproducibility and workflow issues inherent in traditional notebooks. He explains how Marimo's reactivity, developer-friendly design, and ability to transform into a data app create a seamless environment for exploration and deployment.

Privacy-First Research with OpenSAFELY • Eli Holderness & Hannes Lowette

Privacy-First Research with OpenSAFELY • Eli Holderness & Hannes Lowette

OpenSAFELY offers a new paradigm for medical research by bringing analysis code to sensitive patient data, rather than exporting the data itself. This interview explores its secure, privacy-preserving platform, its custom DSL `ehrql`, and how this model enforces reproducible, hypothesis-driven science while navigating the complexities of real-world clinical data.