Coiled is a lightweight cloud compute platform for Python data engineers and scientists that lets you effortlessly scale local code to thousands of machines with a single decorator or one line—no Docker or Kubernetes hassles required. It plugs right into your existing stack (pandas, NumPy, scikit-learn, PyTorch) and favorite editors (Jupyter, VSCode, PyCharm), so you keep working the way you already do.
Clusters spin up when your job starts and shut down the moment it finishes, so you only pay for exactly what you use. Even better, Coiled automatically syncs your local environment—packages, credentials, files—so you can ditch Docker builds and environment.yml headaches for good.
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