Sauté leeks, onion, and garlic in olive oil until soft. Do not brown
Add broth, potatoes, bay leaf and thyme to pot and simmer for 20 minutes, or until the potatoes have cooked through
Remove the bay leaf and thyme. Purée the soup using an immersion blender
Garnish soup with chives, if desired