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Your technical debt is now an AI-discoverable security emergency

◆ 85RelevanceOn a story from The New Stack1d ago

AI-driven discovery has turned legacy codebases into high-speed targets, rendering traditional manual patch cycles obsolete. You must proactively use LLMs to audit your own stack before automated exploit hunters find your vulnerabilities first.

Takeaways

  • AI can now surface deep vulnerabilities in foundational, load-bearing infrastructure.
  • The two-month fix window is too slow for an AI-accelerated threat landscape.
  • Deploy AI-based security scanning to find flaws before they are publicly disclosed.
Read the original at thenewstack.io
AI found flaws in the code behind 70% of the web. The fix took two months.
fmode.me/n/ai-found-flaws-in-the-code-behind-70-of-the-web-the-fix-took-two-months

Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to The New Stack.