Has any of you worked directly with https://github.com/polyaxon/polyaxon?
I listened to a podcast about it (https://www.podcastinit.com/polyaxon-with-mourad-mourafiq-episode-158/) when the main developer of this project was discussing the why and how he started this project.
There were two points that stood out to me in his talk:
- reproducibility of research
- better control over prod deployments, with regular checks to make sure that the models still worked as intended
I am curious to learn whether people have had first-hand experiences with either of this points.