I have been running NixOS and uxing Nix for almost everything since I switched to it, and my experience has been great so far. It is one versatile solution to a

I have been running NixOS and uxing Nix for almost everything since I switched to it, and my experience has been great so far. It is one versatile solution to a lot of applications: 1. I run NixOs on on laptop and workstation, for work and for personal use. Any change to the configuration can be immediately transfered to other machines. And give me a new machine, I can quickly bring it up with the configuration that I am always using. 2. I run NixOS on my home server and machine learning cluster. Deploy experiment and service on them is as simple as updating the git-managed configurations. Meanwhile, if I want to use more power to run an experiment, NixOps can quickly bring up a set of machines on AWS with the configuration identical to my local experiment. You do not need to worry about setting up CUDA/pytorch and other dependencies every. 3. In my start-up, it definitely took more time to train the developers to learn Nix, but once they get familiar, everyone becomes a good DevOps engineer, which solves development environemnt (that invloves C++/Python), CI/CD and release really well.