A barrier makes race conditions reproducible
Threads that start at slightly different times rarely collide, so the test passes and production doesn't. A barrier makes them all hit the same line at the same moment.
barrier = threading.Barrier(16)
def worker():
barrier.wait()
for _ in range(50_000): record("invoice")Assert on the total. On the free-threaded build this fails against a naive counter every single time, and that's the whole point.
pythontestingconcurrency
Longer version: the post this came from.