08/31/2026
AI-generated code now accounts for over 40% of what's getting committed to production. That number has been climbing fast.
Here's what's not climbing: developer confidence in it. Trust in AI code accuracy sits around 29% right now, down from 40% not long ago. Meanwhile, 66% of developers say their biggest frustration is code that's "almost right but not quite."
Almost right is the most expensive kind of wrong in software. It passes a quick look. It clears a rushed review. It gets merged. Then it fails at 2am in a way nobody anticipated.
After almost 30 years in dev and QA, I can tell you that "almost right" has always been harder to catch than flat-out broken. Broken is obvious. Almost right requires someone who's actually looking.
That's what QA is for. Not to slow things down. To make the "almost" visible before it ships.