Akshay Agrawal designed Marimo to preserve notebook interactivity while adding software-like guardrails such as reproducibility and the absence of hidden state.

“I wanted to design something that kept the interactivity that notebooks are really great for,”

“but that had sort of the guardrails that like regular software has like reproducibility, no hidden state,”