The offender side evolved, the defender needs to evolve too and that will be very, very expensive but much cheaper than not fixing the problems.
The mistake is to think that the 'magical' LLMs don't write buggy code and that there isn't some tradeoff in using them. There are always tradeoffs in engineering.
later
And, security is always relative to the adversary and landscape, which has massively changed recently.