Code executes, the LLM judges

Models are probabilistic; your comp math and commission math shouldn't be. The split: scripts handle counting, sorting, fetching, formatting (deterministic, roughly free, far faster); the model handles judgment: tone, which comps fit, what matters. Reserve LLM calls for decisions.