Before revision:  We find that aggregate production is discontinuous in the strength of these relationships. This has stark implications for equilibrium outcomes.
After revision:  We find that aggregate production is robust to idiosyncratic disruptions. However, depending on parameters, the supply network may be robust or arbitrarily sensitive to small aggregate shocks that affect the functioning of relationships.