To be honest as a developer I might have thought twice about certain roles had I seen their code base ahead of time!

Nothing cured my imposter syndrome (self taught, no degree) like walking into a startup and seeing PhDs fail to follow just about everything I'd ever learned was best practice and was doing without thinking in my own projects.