Cook potatoes in pot of boiling salted water until tender. Drain and let cool; cut in half. Add tomatoes and capers.
Whisk together vinegar, olive oil, sun dried tomato oil, mustard, salt and pepper; toss with potato mixture.
Let stand for 10 minutes. Sprinkle with oregano.