Why PostgreSQL detects deadlocks only after a timeout—and how blind retries backfire
PostgreSQL’s deadlock detection waits until after a one-second timeout to check for cycles in lock waits, trading immediate CPU cost for accuracy. But when retries blindly replay the same transaction order under load, each attempt compounds latency and can drown the database in graph scans instead of real work.