Exactly, you use a fixed RNG seed so that the behavior is reproducible. For complex multithreaded code, it can become difficult to achieve consistent execution

Exactly, you use a fixed RNG seed so that the behavior is reproducible. For complex multithreaded code, it can become difficult to achieve consistent execution, but a fixed seed is at least a good start.