Jupyter Notebook Challenges

Data scientists often struggle with the limitations of Jupyter notebooks, particularly around reproducibility and version control. The JSON file format complicates code reuse and leads to messy directories filled with untitled notebooks. Recognizing these issues, there's an opportunity to create a new type of notebook that combines the interactivity of current tools with the structured approach of software engineering.