Marimo vs Jupyter Notebooks in 2026: Reactive Python Notebooks Compared
Marimo replaces Jupyter's manual execution with a reactive DAG, plain Python files, and one-command WASM deploys. Here's how the two notebooks compare in 2026.
Tools & Libraries
Reviews and guides for development tools
Beyond Pandas: A Practical Guide to Polars and DuckDB for Python Data Science
Master the modern Python data stack by learning when and how to use Polars and DuckDB alongside pandas. This hands-on guide covers real code examples, performance benchmarks, and hybrid workflow patterns for 2026.