Technically, one person can set up, record, edit, and post a podcast. However, having at least one person to bounce ideas off of is a good idea. It’s also more appealing for the listener to hear a conversation between 2 or more people instead of a monologue. A solo performance podcast only works if the person is an expert on something, and it would be hard to get multiple episodes out of one person’s knowledge of a topic.