Can you walk me through debouncing please

The other day, @tifriis posted an awesome article about Zigbee network performance and it brought attention to something I was unaware of, which is that my devices aren't supposed to shout all day, everyday about doing mostly nothing. I immediately followed the advice in the article and tried to debounce everything. But then...