As always, know you routes. It't arguably safe to cross 3rd tier roads with hindsight, yet anything higher in traffic hours is simply not worth it.

For the typical pedestrian commute through Berlin you don't even have to cross a significant number of lights, if any at all, when traveling by means of U&S-Bahn and know which side of the station you have to exit on.