The only time I encountered really bad ams1117's is a batch that had just over 10v max input and if you went over they would fail with input shorted to output... not fantastic when my 5v circuitry suddenly got 12v applied, only myself to blame because I didn't check them to make sure they actually met the specs I expected first. After some digging I found a datasheet from some chinese manufacturer which indeed had a 10v max input, so it wasn't necessarily they were bad, just they were not specced the same as *most* 1117's.
Anyway, that aside, I can't say I have had a problem with them other than that one time. I use them often, I always use the ceramic+low-value-resistor trick instead of tantalum caps.
It is worth pointing out that the 1117 are not exactly efficient, of course they are linear so efficiency isn't necessarily a big consideration, but they do have quite a high quiescent current even if not in use (they will back-feed through an internal diode, and draw quite a significant current just sitting there doing nothing), so if battery drain is a consideration, the 1117 may not be a particularly good idea.