AI Coding Tools for Machine Learning Engineers in 2026: Jupyter, PyTorch, and the CUDA Trap

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This article was originally published on aicoderscope.com ML engineers aren't software engineers who happen to write some Python. They live in notebooks, build training loops, fight CUDA dependency hell, and write code that often exists in a Jupyter cell for six months before it becomes a real file. The AI coding tools built for web and ba