Avoid using probabilistic LLMs for deterministic data processing tasks

Using LLMs for structured tasks like JSON reformatting increases costs and introduces stochastic errors compared to traditional scripts. Agents often suffer from degraded reasoning performance when context windows are unnecessarily filled with non-reasoning data.