how much of your time goes into environment setup vs actual model work?

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For most people I've talked to, it's embarrassingly high. New machine? Set up CUDA again. New team member? Good luck for reproducing the environment. We've been building a platform that removes this entirely, Jupyter, VS Code, Streamlit and Airflow in the cloud, with managed dependencies and GPU instances available when you need them. One environment definition, consistent everywhere. We're at early stage and actively looking for ML folks to try it and share their insights. We have free credi...