Chili peppers often need only a light trim and you can get a good harvest even if just leave them to run wild. There are two main windows to prune pepper plants, at the start and end of the season.
You can also lightly prune burning bush to remove any dead branches or promote good airflow in the summer, but wait until the majority of new growth has appeared and keep your cutting to a minimum.