so most early stage startups get tens of thousands of dollars of free AWS credits. https://aws.amazon.com/activate/ 100K if ur part of a university accelerator.

it is far far more efficient (as a proportion of time-to-market) to rent and build on top of services.

Kubernetes is where the wider ecosystem is. I dont like it ...but it is what it is.

So Grid.ai is something like AWS Sagemaker. I wanted to figure out what someone can use on a readymade kubernetes cluster.