I use org mode (and a custom tangler, because Emacs' tangler is slow and gets slower with every file you tangle) precisely for Knuth-style literate programming.

The only reason I didn't mention it here was that GP was talking about running one SRC block at a time, rather than building the entire project to export and run as an executable.