[RodgerTheGreat]

I have experience working with large codebases in K. In practice, most of those codebases don't look dramatically different from any other garden-variety dynamic language. The high-level architectures are similar, and intrinsically-serial business logic still tends to have a lot of named function calls and conditionals. The algorithmic parts, where real work is happening, shrink down to little clusters of operators here and there. Prototypes of new systems and services can be written in a terse, brick-of-code style like some of the K you may find online, but as they get integrated into larger systems they tend to grow comments, descriptive identifier names, and shorter, more diff-friendly lines.

I've never found it hard to come back to reading K after long absences, in no small part because the set of primitives in K is a small fraction of the set in J (or uiua) and the notation, while terse, is more suggestive and legible to me than J's emphasis on digraphs and forks, or the "unicode-soup" of mismatched characters that some modern APL descendants reach for. K is an equally excellent notation for experimenting in a REPL or discussing ideas on a whiteboard.

[jcmorrow]

Thanks for sharing that perspective! I have not delved too far into k, though I have been a few times confused and discouraged by the fact that there are different versions of the language that are not compatible with each other, and some are proprietary (if I understand the state of the language correctly). Is there a specific version that is best to learn first?

Edit: I just realized that you are the creator of https://beyondloom.com/tools/specialk.html and https://beyondloom.com/decker/index.html. I just want to say that your work is awesome! I've really enjoyed reading through your website many a time.

[RodgerTheGreat]

ngn/k is a performant FOSS implementation of k6, but it has many constraints and limitations that may make composing large programs difficult. It may be the best dialect for tinkering and learning the language. https://codeberg.org/ngn/k

oK is a slow browser-based FOSS implementation of k6, with fun bells and whistles like "iKe", a visual livecoding environment. ngn/k and oK have diverged a bit, but are largely similar: https://github.com/JohnEarnest/ok

Q is a K-derived language built into kdb+; this is probably the most commercially viable dialect to learn, with the best educational materials (I recommend Nick Psaris' Q Tips), but it is proprietary, with (last I checked) free licenses available for personal use.

If you've seen Decker you may also have been exposed to Lil, which is similar in many ways to Q. It is more verbose and less expressive than Q or K, but I've generally heard people say they find it comparatively accessible: http://beyondloom.com/tools/trylil.html

[taeric]

I think this often boils down to the same criticisms directed to LISP's FORMAT? https://gigamonkeys.com/book/a-few-format-recipes has my favorite take, "While FORMAT's control strings can be cryptic, at least a single FORMAT expression doesn't clutter things up too badly."

Feels like the same would be true for the array languages. Obviously code golfing it all down to be an array manipulation is going to be unreadable. But if you are legit doing manipulations on an array of data, probably going to be pretty hairy in the expanded version, as well. I can see wins from not necessarily naming every intermediate part of the process.