Maybe I'm missing something, but why would Apple not support their official Podcasts app for the Apple Watch?
What do you mean? If you play a podcast and go to the now playing glance it's there.
I'm slightly annoyed I can't initiate them from my watch but can browse my music. I get what OP is getting at