I will begin reviewing the Callan-Harvey mechanism of anomaly inflow
with particular focus on topological edge states and show how the
inflow picture naturally converts the non-covariant "consistent"
gauge anomaly of Bardeen and Zumino to the more physical "covariant"
anomaly. I will then discuss some recent derivations of the covariant
form of the gauge anomaly from classical phase space flows.