For randonneuring, I use a hub-generator headlight, one advantage being that it's ready at any time.
For taillights, I use multiple Planet Bike Superflashes. On the tandem, I have two on the rack itself, to others on the rear stays. You may have to get creative. On some helmets, you can mount one on the back with a zip tie.