The nitrogen accumulator (the blue thing on the brake booster) probably failed filling the fluid with bubbles. You can check for this by pumping the brakes with the engine running then with the engine off, you should have power brakes for two or three pumps after you stop the engine, if the pedal is hard the first time down after you stop the engine the accumulator is blown.
Jared