Mix mustard, balsamic vinegar, and black pepper in a bowl.
Stream in the olive oil while whisking.
Add halved cherry tomatoes to the bowl.
Toss to coat.
Add 1/2 a jar of pickled red onions.
Stir the salad and serve up in small bowls or as a side to a main dish.