8. Provide refreshers on forgotten or infrequently used tools.

The place LLMs seem to work really well is at the fringes of a programmer’s expertise.

Many programmers said that they found AI helpful in getting starting hints in unfamiliar languages or tools.

Their base of programming experience allowed them to make sense of and implement the output, but their unfamiliarity with the underlying language meant the AI saved them a lot of time.