People lie about what they personally did as part of a larger team. They claim to have skills and expertise they don't actually have.

I'm not saying you need a gauntlet of tests. I liked the approach mentioned elsewhere of a technical discussion about what they did. But it takes, like, an hour or two to make sure they're not BSing and that they're actually as much of an expert as they claim to be.