Solution:
Cover the ends of the bulb with a single sheet of aluminum foil. This will spread the connection surface and heat to protect the bulb.
I have personnally switched to using a Festoon 6 SMD LED bulb from a Ebay store. They operate much cooler and provides lots of light.