For platform engineering and infrastructure teams, AI components must be architected as modular services, not a monolithic solution. This guide demystifies the AI stack, defining the distinct roles of LLMs (Reasoning Engine), Agents (Orchestration Runtime), Skills (Deterministic Guardrails), and MCP (Protocol Layer) in modern automation tools. Learn more inside.