Tired of wrestling with Docker and Kubernetes? Coiled is a lightweight cloud compute platform that lets Python data engineers and scientists scale their existing pandas, NumPy, scikit-learn or PyTorch code to hundreds or even thousands of machines with a single decorator—no infra management, no new tools, and zero changes to your Jupyter, VSCode or PyCharm workflows.
You only pay while your job runs—machines spin up at start, vanish when you’re done—and a quick, 5-minute job on 100 nodes might set you back just a couple of bucks. Best of all, your local packages, credentials and files automatically sync to the cloud, so you can finally ditch Docker builds and environment.yml headaches.
Watch on YouTube
Top comments (0)