Heat olive oil in a deep skillet. Add shallot and garlic and cook until aromatic; 2 to 3 minutes.
Add cherry tomatoes and cook until they burst, stirring often; 5 to 6 minutes. Add olives and ¾ cup water; stir and reduce the heat to medium-low until saucy and thickened, 2 to 3 minutes.
Nestle shrimp into the tomatoes, cover and cook until shrimp are pink, about 3 minutes.
Stir in lemon zest, lemon juice and dill and top with feta.
Notes
Serve with orzo or pita!
1 cup of canned chickpeas can be added with the olives for an extra bit of protein and fiber.