Worth pointing out that the mean field approximation used in this example means the posteriors are uncorrelated with each other - exactly what the author finds

Worth pointing out that the mean field approximation used in this example means the posteriors are uncorrelated with each other - exactly what the author finds in the "joint posterior distribution" figure.