I was going to make a less general comment along these lines, that I have put models to production with GitLab CI, Make and Slurm, and it keeps us honest and on task. There’s no mucking about with fairy dust data science toolchains and no excuses not to find a solution when problems arise because we’re using well tested methodology on well tested software.