I think there are two meanings. One comes from Database Theory, and I'm not sure if the other one comes from that, or from a chemical test used with silver, but here are the two meanings:
1. From Database Theory, ACID is an acronym meaning Atomicity (Either everything commits, or nothing commits), Consistency (Everybody sees the same thing), Isolation (Nobody can do an operation that messes up another operation) and Durability (once the transaction commits, then it is always committed, even in the event of failure). In this sense, it is the definition of a transaction. It is a test of reliability of a transaction.
2. Acid test can also come from a test used to detect fakes of silver. With this test, nitric acid is applied to the silver. Silver will not corrode with nitric acid, but the common fakes for silver that were passed off to tourists would quickly react with the nitric acid and corrode. This made a fake readily apparent. From this sense, the acid test refers metaphorically to any test that readily makes a fake apparent. If it stands up to the acid test, then it is genuine.
Hopefully, that makes sense of the two ways I see it used. The second sense is probably what you are seeing used.