So finally I've found the solution. The problem was in included library jsr250-api-1.0.jar.
I used maven for building and this library was transitive dependency of resteasy-jaxrs lib.
I marked this lib as provided and now the @PostConstruct works.
But anyway its a strange behavior from jboss side, because there was no error message in logs, only the postcontruct simply stopped working.