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An MCP is not your API | 2/5 — Headless, once the operator is an AI agent Analytics Table

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An agent is the least forgiving integrator you will ever ship to. A person fills gaps with experience. An agent fills them with confident guesses. Module 2 is about what changes when the operator is no longer a human reading your UI. Every vendor announces MCP support. Most of it is the same API with a protocol bolted on the front — which means the teaching target moved and nobody moved with it. Your documentation taught a person to drive a console. Nothing is teaching the agent what a capability means, what it may change, or when the answer is incomplete. This module traces what an agent actually has to do to answer one real operator question, then converts that same question properly — so an operator who has never seen your screens can ask it and inherit the judgment, not just the data. ──────────────────────── An MCP is not your API — converting any application to headless. Five modules, worked end to end on a real product: a SIEM. ▸ Module 1 — Converting a web SIEM to headless ▸ Module 2 — Headless, once the operator is an AI agent ▸ Module 3 — Designing the capability surface ▸ Module 4 — Trust: security at the MCP line ▸ Module 5 — The finale: routing, skills, and the conversion score ▸ Full series playlist: https://www.youtube.com/playlist?list=PLU4384WReOyE This is module 2 of 5. Fluency Security — https://fluencysecurity.com Blog — https://blogs.fluencysecurity.com

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