This glossary serves as a technical reference for the rapidly evolving terminology used in AI and Large Language Model (LLM) engineering. It aims to clarify jargon encountered in research, vendor marketing, and production environments, ranging from basic tokens to complex orchestration. The guide is designed to provide practical definitions for engineers building AI infrastructure.