In a medium bowl, combine the baby octopus with the olive oil, lemon juice and spices. Marinade for about 30 minutes before cooking.
In a large pan, over medium heat, sauté the baby octopus for about 7 to 8 minutes, moving constantly to cook each piece evenly. Remove from the heat and serve immediately.
Optional: Garnish with lemon wedges and fresh parsley.