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Applied AI·July 28, 2026·1 min read

AI writes half our code now. It still fails security tests 44% of the time.

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If AI is writing ~50% of your code and 44% of that fails security tests, you’ve just doubled the importance of your review pipeline — not eliminated it. Treat GenAI output as untrusted by default and push security testing earlier in the loop, or you’re quietly importing a multi-year vulnerability backlog.