Mix all ingredients in a medium saucepan on medium-high heat until it comes to a boil.
Reduce heat to a simmer and cook for an additional 5 minutes. If it's too thick, thin with additional water or coconut milk.
Remove from heat until room temperature and serve.
This sauce should last in the fridge for about two weeks.