Now that I've had many months of experience working with a type-inferred language, I'm beginning to notice a change in the way I work.
Statically-typed functional languages have a well-deserved reputation for spitting out obtuse, nearly useless type errors. Irken is no exception. In fact, it's probably much worse than most languages because a type error dumps you into a Python traceback. Also, it doesn't bother to track source line number information, so you're really on your own.
Over the past month or two, especially since I added pattern matching, I've noticed that my 'type accuracy' is improving. The chances that something will be correctly typed the first time I try to compile it are higher than they were. As I become familiar with the type system, and pattern matching, Irken has been training me. It's as if a type error (and the resulting jaunt through pdb) is a slap on the nose. A clean compile is like a nice treat. Good human.
This has changed my edit-compile loop a little - I tend to compile more often. If I've only changed one or two lines since my last compile, I'm pretty sure I know where the typo is.
This makes me wonder if one of ML's problems is related to this. Old-timers don't need to spend all that effort making a "Microsoft Bob" type error reporter. They see "itypes.TypeError: ((()->wta), (wjx->vpq))" and they know they forgot to pass an argument to that function call they just added.
Newcomers, though. They get that same feeling they had the first time they struggled with a C or Ada compiler.
When/if I rewrite Irken in itself, I think I'll try to do a better job. In "HM(X) Type Inference is CLP(X) Solving", Sulzmann and Stuckey argue that a constraint-based solver can do a better job of error reporting; so here's hoping I can figure that out when the time comes.
(p.s. I have to admit that OCaml's reporting is pretty snazzy, though)