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LLM code optimizations #384

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@VisruthSK

Debrief is a recent package which is (broadly) aimed to provide LLM's profiling information in a clear manner. They have a case study describing major performance benefits they observed by setting an LLM loose on a problem. I tried something similar in one of my packages and am looking to get some nice performance benefits (including decreased memory usage not captured by touchstone).

My prompt was more minimal than theirs: "I want you to use the profvis and debrief package to iteratively make improvements to the main, scanning functions. The workflow: profile with profvis, analyze with pv_print_debrief(), optimize, and repeat."

I think we should do the same thing here.

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