clearml-deploy is clearml-serving but with other parts more intwined such as ci/cd prompts/callbacks, if you think clearml-deploy has a bit more love given to it, I believe that will put you on the right track, but at it's core, it's the same idea Sir.

the hyper datasets have always been there in the enterprise offering. It allows you to query datasets and perform functions such as updating labels on an image without an entire re-batching. I think we are trying to find a way to bring this to the free offering, maybe as some form of SaaS. Not entirely sure, it's still up in the air, but that's the "behind the curtains" I believe.

got it, I see that serving is a very new project started in april, what other inference engine do you plan to support in the future ?