What they do not tell explicitely about the LMx17 (or it's more powerful siblings, the LMx50 and the LMx38) is that the comprehensive protection features (..protected against Over-current, Over-Temperature..), which make the device sound like an almost fail-safe solution for any linear regulation needs, are only able to protect the chip if the condition arises in a benign, gradual way AND THEY WORK ONLY AS INTENDED ONCE THE REGULATOR HAS REACHED STEADY-STATE OPERATION. Especially at high input-output differentials, all of the mentioned devices depend absolutely on MASSIVE heatsinking (and even that does not prevent everything).
I made that experience in the most painful (mainly money-wise, but including some burned fingertips) way possible, i.e. working with the LM138/338 in the mid-80s. When this regulator is starting up at about 80% of its rated Vi-o differentioal into a load of about 50% of it's rating, it will die like flies if not well fitted to a large heatsink.
At high I-O differentials, the heatsink needs to be larger that the maximum steady-state dissipation, as it must cover a part of the possible transient dissipation too. The possible alternative is to introduce a limiting impedance before the regulator, which amounts to willfully degrading its performance.
Furthermore, the startup behaviour of this series of regulators is not very well described except in secondary analyses of it's circuit. This means that depending on the I-O voltage differential and the set output value, it can fry your connected load by overshooting even if it is not destroyed itself.
One possible way to go is to soft-start the device, which might or might not work well with a certain type of load. In the case of digital circuits, I suspect the latter.
Of course it is possible to build a nearly undestructable power supply around those regulators. But in order to achieve that, you have to go way beyond the 5 or 7 component minimum appnote circuit.