One thing that many devs don't pay much attention to is as soon as you go with SOA/microservices and separate DBs you are now in the realm of distributed system

One thing that many devs don't pay much attention to is as soon as you go with SOA/microservices and separate DBs you are now in the realm of distributed systems with all the fun that entails.