Pattern
Lock Contention Deadlocks
lock-contention-deadlocks
Thread concurrency fails because shared resources require synchronization (DB driver locks, Python RNG/locks, multi-lock waits), leading to blocking, timeouts, and deadlocks that cascade into stalled work and incorrectly committed intermediate states.