More Software Engineering Daily episodes
Published 10 Mar 2026
Duration: 46:04
A new open-source Python notebook, Marimo, is proposed to address the limitations of traditional interactive notebooks.
Interactive notebooks were popularized by the Jupyter project and have since become a core tool for data science, research, and data exploration. Howe...
The podcast explores the shortcomings of traditional interactive notebooks like Jupyter, such as hidden state management, non-reproducibility, inadequate version control, and difficulties in code reuse and collaboration. These limitations hinder their effectiveness in workflows requiring reliability and scalability. To address these challenges, the discussion introduces Marimo, an open-source Python notebook that employs a reactive execution model inspired by Pluto.jl and Observable. This model enhances reproducibility, interactivity, and integration with production systems by storing notebooks as Python files, enabling script execution, CLI parameterization, and leveraging static analysis for dependency tracking and lazy execution.
Marimo emphasizes reproducibility through a dataflow graph, functional programming practices, and compatibility with modern tools like AI/LLM. While it prioritizes seamless development and collaboration, the platform acknowledges trade-offs, such as the necessity for snapshotting to preserve embedded outputs. It supports diverse use cases, from data exploration to internal tool development, and ensures cross-platform compatibility via AnyWidget. Additionally, Marimo aims to strengthen educational applications by fostering reactive interactivity and forming partnerships with academic institutions to improve learning experiences.
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26 Mar 2026 Cilium, eBPF, and Modern Kubernetes Networking with Bill Mulligan
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17 Mar 2026 Skate Story with Sam Eng
Skate Story, a 2025 indie game, blends vaporwave aesthetics, existential themes, and surreal storytelling with fluid skate mechanics, a linear journey of a glass demon to the moon, accessible controls, cosmic challenges, retro visuals, and themes of perseverance and real-world skateboarding inspiration.