I'd like to know more about end-to-end systems in R. I'm not familiar with serious production environments using such tools. Any pointers?
It is relatively easy if your app fit the whole loop. I would recommend with some Shiny tutorial to get you started: http://shiny.rstudio.com/tutorial/
But if you need e.g. some stream processing or more complex guis, then R might be not enough I guess.