One anti-pattern/code smell I often see is finding classes in a service which should just be a functionally pure pipeline (eg. no internal state is managed)
Agreed. Exception here is when you're making the trade-offs to buy into a DI framework--which you could argue is a descendent need from the "everything is a class" worldview. Pure/dependency-free util functions can very naturally live outside of all of this. But, the minute you have functions that depend on inherently stateful infrastructure (e.g. datasource connections--so, most applications), then those functions become inherently stateful--which makes them less natural to exist as pure utils and starts to make DI more attractive--which leads us back to placing pipeline code within classes. Alternatively, you could expose only the stateful pipeline code within singletons, but at some point you start to fight the community patterns--which means you start to lose out on community goodies. To be clear, this is all only based my experiences and I'm not dogmatic at all about any of this. Times change/everything-old-is-new-again. I'm sure classes will make a comeback, and then go out of favor again--as is life.