1. Soak the dry pepper pods in warm water for about one hour. Strain and cut off the ends.
2. In a food processor, blend peppers, garlic, and cilantro. Add seasonings and lemon juice. Use a spoon to mix until combined.
3. Place the paste in a glass jar and cover with olive oil to preserve. Seal and refrigerate until ready to use.