How does one Flex Component talk to another Flex Component?

I think there is one question that has come up hundreds of times on Stack Overflow. The question is "How does one Flex Component call a method in another Flex Component?" or some variation thereof. Sometimes people want to access something in the main application, sometimes they want to access something inside an itemRenderer, other [...]