Toss together potatoes, olive oil, salt, and pepper until evenly coated. Transfer potatoes to a baking sheet. Roast at 450° for 20-25 minutes or until browned.
Add chimichurri ingredients to a food processor. Pulse about 4-5 times then transfer to a bowl. You want the mixture to look thick and roughly chopped.