04:12
2026-06-27
dev.to
large-language-models
Engineering Certainty: Architecting Deterministic Systems for Stochastic AI
A developer argues that production AI systems must wrap stochastic large language models inside deterministic software shells to ensure reliability. The approach uses constrained decoding, finite stat…