A while back I ran into the opposite situation. Turn on a light and all was fine, then turn on another light on the same circit and after about 10 seconds the lights would dim then go out. What I ended up finding was the panel was next to a unvented dryer and the bus in the panel was corroded. I cleaned the bus and installed a new breaker. No more problems.
