[llom2600]

Much of the complexity in the sandbox is in ensuring that the development environment behaves as it it would in production - but also that it loads as fast as possible. So we have to do a bit of stuff behind the scenes involving dynamically linking libraries, provisioning Kubernetes resources, etc. But generally that's about right.

We've haven't open-sourced any of it yet, but there are definitely a few components of our system that we'll open source once we feel they're stable enough.

[kamikazeturtles]

I'm sorry I don't have any experience with Kubernetes

What benefit would Kubernetes bring to this architecture? You can create and destroy docker container using the api.

What do you guys use Kubernetes for?

[llom2600]

Kubernetes gives you a ton of extra tools that allow us to manage the lifecycle of our sandboxes, deployed models, asynchronous training jobs, etc.

Internally, each pod is just running a docker image. You could probably throw something together with docker/the docker API - but in our case we needed a bit more control.

[kamikazeturtles]

Hey Eli!

Thanks for the helpful responses!

I sent you an email regarding a possible internship opportunity. Are you guys open to interns?