Said "stealth weapon" has been running wild for millennia. Our DNA has long been messed with by the environment, well before we knew what DNA or a virus were. The difference is now it is possible to have DNA altering viruses which aren't "almost certainly guaranteed to only do bad things to you".
Man has been trying to harness the power of nature for millennia.