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by andai 31 days ago
Thanks. Yeah I noticed that models react very differently to the same harness. I've had small models that do great and big ones that fail in weird ways.

Generally the smaller ones are less flexible, but they're much cheaper and faster so, I try to design for the smaller models.

One thing I noticed is that if you get the loop fast enough, the work starts to feel different. It becomes real time and interactive. As opposed to the usual feeling of, having to wait a few minutes every time.

Another thing I noticed is that even very small models are capable of making many edits simultaneously. But most harnesses don't seem to design for that. Even editing one file they have to do a whole bunch of turns.

Whereas you can just edit several files in a single LLM call and it just works fine. So you get an order of magnitude speed up, as well as a reduction in costs.