This episode reunites Olivia Colman with Martin Freeman and Ricky Gervais who worked together on TV comedy series Bruiser (2000) where the latter wrote many of the skits.
Ricky Gervais hoped that the scene where Brent is made redundant only required one take, as it was so draining.