How do you test trust when the map doesn't match the ground?

We spend years learning to read a fire by the way it moves, not by what the report said. Same thing with people, tools, even machines. So: what's your version of the burn test — the small, stupid, real-world check that tells you something or someone is actually solid and not just telling a good story?