The pairing room had one shared terminal and a blue sticky note on the bezel: no staging writes. The junior had already pasted a coding-assistant transcript. It claimed the generated client would exercise billing the way production does.
I built an evaluation suite for an MCP server — the kind that hands a product's data to an AI agent as a set of tools. This is the shape it ended up with and the reasoning behind each piece, with the product specifics stripped out. Not a framework you can install; a structure you can copy.
Four parts of machinery. This one is the decision. It is a yes or no.
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Researchers have discovered a new species of brilliantly colored fish from a network of forest streams in the Brazilian Amazon and have already recommended it for listing as Endangered because of the pressures facing its only known home.
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