Haven't dived deep into it yet, but dabbled in similar areas last year (trying to get various bits to reliably "run" in-context).

My immediate thought was to want to apply it to the problem I've been having lately: could it be adapted to soothe the nightmare of bloated llm code environments where the model functionally forgets how to code/follow project guidelines & just wants to complete everything with insecure tutorial style pattern matching?