Bring vinegar, brown sugar, salt, and 1 cup of water to a boil in a saucepan. Meanwhile, pack vegetables into jars in layers. Pour the pickling liquid over vegetables.
Cover and chill until cool. Refrigerate once cool. Pickles can be used within a few hours of making and will keep well in the fridge for up to 4 weeks. After that the flavour might deteriorate.