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Coding · Intermediate

# Interactive notebook pair programmer

Explore data, run experiments, and edit notebook cells collaboratively in real time

[Use with BotBento ](https://app.botbento.com/?ref=usecases&utm_source=botbento.com&utm_medium=usecases&utm_campaign=interactive-notebook-pair-programmer)Copy promptShare[Markdown](/text/usecases/interactive-notebook-pair-programmer/index.md)

Opens BotBento. Paste the prompt into a bot; nothing is preconfigured.

- When you askReceive analysis task
- ThenEvaluate code in live session
- ResultReproducible notebook cells

Pair with an interactive computational notebook session to inspect running variables, execute exploratory scripts, and assemble structured dataflow cells. The bot tests hypotheses against active runtime memory and converts scratchpad experiments into clean, reproducible notebook code.

## Prompt to start with

BotBentoRecommended

```
Inspect the active notebook session and read current variable states before proposing modifications. Run exploratory computations in scratchpad cells to evaluate output correctness. When ready to commit changes to the notebook, draft the new cell definitions in chat. Always ask for user confirmation before deleting any existing cells, overwriting notebook files, or installing external packages. Present a concise explanation of cell dependencies alongside generated code.
```

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## Tools it uses

TerminalChat

## Works with

BotBento

## Tags

- notebooks
- python
- data-science
- pair-programming

## Source

[Show HN: Marimo pair – Reactive Python notebooks as environments for agents](https://news.ycombinator.com/item?id=47678844)
Hacker News · checked 2026-10-16

Summarized in our own words. Any results described there are the authors’ own, not measured by BotBento.

By BotBento Editorial · Added 2026-10-16 · Updated 2026-10-16 · [Suggest a correction](/contact/)

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