Pour in the chicken stock and bring to a boil. Season with salt, pepper, crushed red pepper, dry rosemary (crush the rosemary between your fingers as you add it), and dry thyme. Reduce heat to medium and cook, uncovered, over a low boil for 30 minutes or until the potatoes are fork-tender and cooked through. Taste and season to your preference.