Coiled is a no-frills cloud compute platform for Python data engineers and scientists that hides all the Kubernetes and Docker drama. Just add a decorator or a single line of code and you’re instantly running your familiar pandas, NumPy or PyTorch scripts on hundreds of machines.
You only pay for what you use—machines spin up when your job starts and shut down the second it finishes—so a 5-minute run on 100 nodes might cost only a couple of bucks. Plus, Coiled magically syncs your local environment (packages, files, credentials), so you never wrestle with Docker builds or environment.yml again.
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