Developers Embrace LLMs' Inherent Non-Determinism Risks

Steve Jones argues that rebooting returns systems to a known starting state and that non-deterministic data—especially datetime values and LLM outputs—complicates debugging and reproduction. He recommends practitioners accept partial determinism, iterate prompts, or abandon LLM attempts and do work manually when necessary, highlighting practical trade-offs for developers using modern AI tools.