Add the olive oil, wine, garlic and chili pepper to a small 4-inch cazuela (terra cotta dish). Place the dish over medium high heat until oil and wine begin to simmer.
Add the shrimp. Stir until shrimp are done, 1 to 2 minutes. Sprinkle with sea salt and parsley. Serve with good crusty bread for dipping.