Perhaps he/she is referring to conjugate priors [1], where the prior and the posterior are of the same family of distributions. Once you compute the posterior using a likelihood and prior, you obtain a posterior that is of the same family of distribution as the prior. This posterior can then be used as a prior for more samples.

[1] http://en.wikipedia.org/wiki/Conjugate_prior