The "obvious" path forward for frontend assistants is to move away from raw code generation toward some domain-specific language. UI is inherently structural - it should be expressed through component hierarchies that implement pre-defined design guidelines (with colors, margins, border radius etc being defined outside of the core model, and applied as a kind of theme to the model's output).

If we define the UI as a composition of VStacks/HStacks and predefined components, we can use diffusion models to generate the layout, and consistently apply the 'theme' afterwards. It's a much cleaner abstraction than asking an LLM to hallucinate valid CSS classes.

For the last couple of months I've been working on a side project I'd now finally like to publish.

I developed and packaged everything into a few small docker containers (2 python apps, 1 postgres db, and 1 db cleanup script in another container. I'll likely also add some reverse proxy like Nginx or Caddy) and run it locally using docker-compose, with all secrets in a .env file (although I could use docker secrets)

I thought about either using a managed Kubernetes service from a provider like DigitalOcean, or setting up a vServer from scratch with the help of some online guides and ChatGPT/Claude (as I don't have a lot of infrastructure experience).

What is your guys go-to-stack? Any recommendations that are relatively simple (or well-documented) to setup while still being cost-efficient and easy to scale? What are your experiences with services like dokku or dokploy?

Re scaling: I also considered using an external Postgres provider, allowing me to scale the "worker" services horizontally when needed.

Asked here because I'm sure it might be relevant for others, too. Thanks in advance!

Comments URL: https://news.ycombinator.com/item?id=44020505

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# Comments: 3

Recently I’ve been using ChatGPT to convert shadcn components to JinjaX. Will definitely give yours a try!

Still a lot of work to do, but solves a real pain I had while building my previous side project