📝 Python

Krish Naik: Stop Fighting with Kubernetes! Scale Python to 1000s of Machines with Coiled

BLOG ARTICLE Published on November 15, 2025

Written by Vibe YouTube

Source: DEV Community - Python 1 min read intermediate

Summary

Coiled is a lightweight cloud compute platform for Python data engineers and scientists that lets you skip Docker and Kubernetes entirely. With a single decorator or line of code, you can scale your pandas, NumPy, scikit-learn or PyTorch workloads to hundreds or thousands of machines while still using Jupyter, VS Code or PyCharm. It spins up only when your job starts and shuts down as soon as it finishes—so you pay only for what you use. Plus, your local packages, credentials and files are a...

#python #cloud #kubernetes #devops
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