Best practice for keeping Bubble workflows clean when integrating external APIs?

Curious how others here structure their apps once APIs and backend logic start growing.

I’ve seen many apps become fragile when:
• API logic lives everywhere
• Auth & permissions aren’t centralized
• Frontend workflows do too much

How are you keeping things clean as apps scale?

Happy to share patterns if useful.