Yamrail

LLM Workflow Engineering, Prompt Architecture, Formal Specification, PHP, Python

Formal verification, deterministic prompt constraints, and human-in-the-loop workflows.

YamRail / KYK — architectural guardrails and inspection gates for LLMs.

Discussions on LLM safety architectures, prompt formalization, human-in-the-loop workflows, and feedback on KYK public beta.