Comment by lmm

Make sure each datastore has a clear owner, and access it via that API rather than directly. If you really must share a datastore, use a schema registry. Sharing between multiple applications doesn't really work for SQL database either (e.g. if you have multiple applications writing to your database in transactions then you're virtually guaranteed to get deadlocks).