Stop Fighting Kubernetes—Meet Coiled!
Tired of wrestling with Docker and Kubernetes? Coiled lets you scale your Python code from your laptop to hundreds or thousands of machines with a single decorator or one extra line—no infra management required.
It plays nicely with pandas, NumPy, scikit-learn, PyTorch and your favorite IDE or notebook, spins up the exact compute you need and tears it down when you’re done (so you only pay for what you use), and even syncs your local packages, files, and credentials automatically.
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