Coiled is a lightweight cloud compute platform that lets you scale your Python workflows from your laptop to thousands of machines—without ever touching Docker or Kubernetes. Just add one decorator (or line of code), keep using pandas, NumPy, scikit-learn, PyTorch or your favorite IDE, and voilà: your local code runs across hundreds of cloud nodes.
You only pay for what you use—machines spin up when your job starts and shut down the moment it finishes—so no surprise bills. Plus, your local environment (packages, credentials, files) automatically syncs to the cloud, ditching Docker builds and environment.yml headaches.
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