If you blunder somewhere, you move there in a clumsy and careless way. He had blundered into the table, upsetting the flowers. a careless or stupid mistake
If you blunder into a dangerous or difficult situation, you get involved in it by mistake. People wanted to know how they had blundered into war, and how to avoid it in future