Testing Non-Deterministic Dependencies: Deterministic LLM Stubs That Preserve the Production Path

There is a class of test suite that is worse than having no tests at all. It passes most of the time. It fails occasionally with no clear reason. It passes again after a retry. You trust it when it pa