Written language has this too. A basic lookup table of frequencies can tell you that jkkj is a typo in an English word. "Nobody else is really writing code that has the fragment in you just wrote" can find syntax errors. Better language models can find more subtle relationships.

At some point the variations mean that more abstractions don't really help.