Factual errors: Ned and the narrator refer to the monkey Bobo as a "Bonobo." A Bonobo is actually a type of ape, while the monkey portraying Bobo looks to be a Capuchin.
Continuity: When Olive lays the upper crust on the pie she is making for Chuck's aunts, the crimping around the edge "magically" appears.