In the talk I will briefly outline the idea of the so-called dynamical survival analysis (DSA) which uses survival analysis methods to build approximate models of individual level epidemic dynamics by utilizing some well known mean-field approximations. I will show the DSA connection with classical agent based models for epidemics and also some frailty models that have been successfully applied to recent COVID-19 epidemic.