Process until all the ingredients are very finely ground. With the processor running, drizzle the olive oil down the feed tube and process until smooth.
Cook the penne until al dente, about 12 minutes. Add the remaining 1/2 cup of peas during the last minute of cooking. Reserve about 1 cup of the pasta water.