Usually, deadlocks are hard to debug, and often the main reason for the occurrence of deadlock is when a set of processes are in a wait state because each process is waiting for a resource that is held by some other waiting process. Therefore, all deadlocks involve conflicting resource needs by two or more processes.
Recently, in the Production system, we found a case wherein one of the API was getting a lot of failure of transactions due to deadlock. Strange thing was that it was not a total freeze deadlock of threads instead out of two conflicting transactions one was getting successfully completed.