Hm, you think longer than the laser is firing? Could there be windup?

I imagine there's some sort of storage system, like a huge bank of ultra-capacitors, that are constantly kept charged.

The wind up would be if that bank is depleted and they need to recharge. Delivering 100kW for a short period of time is definitely a feat.