AlgRelay The Westworld Pattern: Multi-Stage Algorithmic Systems

AlgRelay is a state machine enhancer that maps input strings to integer codes for clean match/case transitions in deterministic algorithmic systems. Each state gets its own AlgRelay instance with custom mappings, ensuring per-state context, testability, and consistent handling of empty or unknown inputs. It is part of the LivinGrimoire ecosystem, a collection of primitives for building exact, provable algorithms as an alternative to probabilistic LLM-based approaches.