You’ve handled race conditions before—what’s a bug that only showed up under real concurrency?

A brief account of a race condition bug where two concurrent requests updated the same record simultaneously, both succeeding but silently overwriting each other's data. The fix involved implementing optimistic locking to detect and reject stale writes, a problem that only surfaced under real production traffic.