workshop-pulsar VS openvscode-server

Join our beginner-friendly Pulsar workshop on YouTube and learn how to connect Pulsar with Cassandra for streaming! In this post, we’ll set the scene with an introduction to Pulsar and guide you through four hands-on exercises where you’ll use these free, cloud-native technologies: Katacoda, Kesque, GitPod, and DataStax Astra DB. Each exercise will also be linked to the step-by-step instructions on the DataStax Developers GitHub wiki.

This already exists!! https://www.gitpod.io/

https://www.gitpod.io/ does this

Not sure what .devcontainer means, but you can take a look to https://github.com/gitpod-io/openvscode-server or https://github.com/coder/code-server

We look forward to integrating more with Gitpod in the future! Check out the Gitpod homepage for more information and new development environment templates.

I suggest you check out https://www.gitpod.io, which does more general provisioning of GitOps clusters/Pods in their managed Kubernetes clusters. It's not specifically ML, but we've looked at it for POC ML projects that want basic hosting.

People have been using tools like jsfiddle for quick experiments for years, but it's been limited to playing with client-side stuff. However, full-fledged web IDEs were maturing fast in 2022. For example, Codesandbox now provides good support for full-stack frameworks like Next and Nuxt by spinning up remote containers to run the server-side workload and emulate a "local" experience for you. Gitpod adopts a similar technology but looks more ambitious in reaching deeper into development life cycles. The most exciting among all is StackBlitz. It took the courageous step to implement a full NodeJS implementation with Web Assembly (called WebContainer). With that, your backend code can run right inside your browser. No need to spin up remote containers and no need to transmit data back and forth across the network. It's a truly local environment. This approach sounds like the only practical way of solving the problem and turning Web IDEs into mainstream usage.

I personally use DDev and Docksal due to work requirements. Personally I like Lando. With either of these, you can set your virtual environment to the specifics of that site. Makes life very easy. Another option that I have used is https://www.gitpod.io/ which isn't even local. It works pretty well and can connect. I have also been meaning to try github's workspace, but that may just be for Javascript applications (need to read up more)

There's at least one good commercial solution that basically does the same thing the blog describes [1]. Working well for us so far.

[1] https://www.gitpod.io