Donnie Wahlberg reveals how Boston Blue sealed Blue Bloods' fate, but that isn't a bad thing. Blue Bloods' cancelation came after the show was on the air for over 10 years, having started in 2010. It became one of the most central police shows during its run, which made CBS' decision to cancel it all the more painful. However, good news has also come from the way the cancelation played out.