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Thanks Simon for the kind words!

For those new to marimo, we have affordances for working with expensive (ML/AI/pyspark) notebooks too, including lazy execution that gives you guarantees on state without running automatically.

One small note: marimo was actually first launched publicly (on HN) in January 2024 [1]. Our first open-source release was in 2023 (a quiet soft launch). And we've been in development since 2022, in close consultation with Stanford scientists. We're used pretty broadly today :)

[1] https://news.ycombinator.com/item?id=38971966

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