Determinism is a product decision

LLMs introduce probability into every workflow. Reliable systems don’t pretend that uncertainty does not exist. They put checks, state, and operator visibility around it.

Make the decision trail visible

A durable execution log gives every team a shared source of truth. Capture inputs, evaluation steps, fallbacks, and outcomes so that every automated action stays explainable.