Whether the tests are flaky or not, we shouldn't really discard the fact that virologists don't generally say that infected people do not get reinfected, but rather that infected people will have milder symptoms and therefore less lethal diseases. There was a really good episode on the immune system on TWIV recently.
https://www.microbe.tv/twiv/twiv-597/