For some reason, recurring tasks with reminders are causing a lot of problems for a lot of people lately because they either don't recur or don't remind.
When you set up a recurring task and the reminder pops up, don't *dismiss* the reminder. Open the task and mark it Complete. This allows the next recurrence to be generated and since the reminder wasn't disabled on the original (by dismissing it), it's enabled on the newly generated task.