Place all ingredients except for the water into a food processor fitted with the S blade and pulse a few times to combine.
Continue processing the mixture, drizzling the water in as you go along. You're aiming for a texture that is coarse but uniform and easy to spoon onto dishes. The romesco sauce will keep in an airtight container in the refrigerator for up to a week.