One would think that machines and automation would be the perfect thing to catch bugs. We already do that on many levels -- compilers, linters, pre-commit hook

One would think that machines and automation would be the perfect thing to catch bugs. We already do that on many levels -- compilers, linters, pre-commit hooks etc. Well, AI can just red-team and create new tests. The great thing about red-teaming vs blue teaming is that false positive and hallucinations don't hurt the final product. So you can let it go wild.