This is consistent: Each time I send a new task on the default queue, if trains-agent-1 has only one task running (the long one), it will pick another one. If I add one more experiment in the queue at that point (trains-agent-1 running two experiments at the same time), that experiment will stay in queue (trains-agent-2 and trains-agent-3 will not pick it because they also are running experiments)