Unreachable Real Numbers - Randomness & Computability

Question

I've recently read that there were many real numbers that would never be reachable by humanity. The explanation itself says that we can write as many programs as integers which is infinite, but there are infinite real numbers between two integers so Real numbers infinity is bigger than integer numbers.

Well my question is, couldn't we overpass this limitation by writing a program that prints out a random number in every execution? I know this is not a warranty that every real number would be printed but at least they would all have a chance.

Please point out if my reasoning is wrong and why.

Thanks you all very much!