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I'm sure many of you will have seen the latest keyv / cachable compromise and worm-spread, now affecting over 350 packages. This isn't the first, and it won't be the last. The affe…

Embarrassingly parallel problems are conceptually simple but can be operationally annoying. You want to run the same computation across many inputs, but end up spending more time o…

There's been a lot of excitement around uv, the Python package manager by Astral. But uv is more than just a faster pip. Because uv can interpret PEP 723 metadata, it behaves kind …

NVIDIA published this blog post showing how to run GPU-accelerated pandas in the cloud using Coiled. In the example they do some typical data wrangling (read in parquet files from …

Modal is great, they even released a deep dive into their LP solver for how they're able to get GPUs so quickly (and cheaply). Coiled is another option worth looking at if you're a…