It's definitely sad that there isn't built-in context support, but if you're looking for a solution to this, it is actually very easy to attach context to logs using threadlocal and a logging filter.
When running a webserver though, an even simpler trick is to add middleware that sets the current request's info as the current thread's name, and then including threadName in your log format.