A major controversy in the cell death field concerns the role of autophagy: in some contexts it appears to protect from cell death, in others to promote (or even execute) death. A new report from the Thornburn lab suggests that stochastic fluctuation in the activity of the autophagy pathway have an important impact on cell fate in response to different lethal stimuli and may help account for some of the controversy in the literature.