Bring water to boiling in a large saucepan. Add peas; return to boiling. Cook for 2 minutes; drain. Rinse under cold water; drain again. Place pea pods in a medium bowl with blueberries; set aside.
In a small bowl whisk together vinegar, oil, lemon peel, and salt. Add to pea pod mixture along with mint and toss to coat.