Comment by klevo

Yes, state is persisted to DB upon every change. Action exceptions are handled gracefully and natural part of the system, they simply fail the action. Crash recovery is build-in thanks to checksums and ActiveJob, if you're using the right adapter, like GoodJob or SolidQueue where crash recovery is guaranteed.