we've got 93 pending close reviews - would be great if voters take a look...

Ok then I would like to ask about the choice for software architecture. I would like to ask about what is the best practice and currently state of the art. I ask to question link text. If this could go into the software engineering that would be good. Moreover I what is most used architecture for web application.

@gnat I did a few – but see far less items in the queue. I feel like there are less than 5 proactive queue-trawling close voters active, as seem to be quite a few questions awaiting their final vote (anecdotally).

If there were to be another election, I'd probably run. Sweet mod-hammer closes to keep the site nice and tidy :)

@A.Dumas Your question lands squarely between the two sites: you're asking for architecture recommendations which is off topic on Software Recs, and also asking for framework recommendations which is off topic here on Software Engineering.

Your chosen framework (particularly any front-end framework) will not have a substantial effect on your architecture.

My only tip: keep the web server (which serves the frontend) on entirely separate servers from the actual machine learning processing, so that the two can be scaled independently. Probably a single web server is enough, but you might want to have multiple servers to run your machine learning jobs on. They will also have different requirements (a web server is not necessarily resource-intensive, whereas machine learning likely benefits from nice CPUs or GPUs)

@amon you need to open review page link in incognito / guest browser mode to see real amount of pending reviews. Because for logged in users system shows only amount of posts that they haven't reviewed / skipped or voted outside of review. When I look at that page while logged in it shows me exactly zero, meaning there's nothing for me there

@gnat Challenge accepted. Did 20 reviews before the system told me to come back later, thought I had 30 per day. Maybe that's because my most recent moderator flag was declined.