Distributed transactions fail partway through. Payment succeeds, then Salesforce times out. The guest is charged, but three systems hold stale state.

In production, this happens constantly: a system times out, a connection drops mid-request, a user submits unexpected input. In distributed systems, these failures often mean a transaction completes...