Firm entry and exit impact the economy's response to monetary policy and shocks. Bankruptcies have lasting negative effects on output and positive effects on inflation. This raises questions about how monetary policy should react to business defaults. Two alternative monetary policy rules proposed in simulations show lower variance than the traditional Taylor rule.