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Continuous AI pentests on every deploy - does it work?

Reddit r/cybersecurity·u/legitperson1·about 1 month ago
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Hi folks

We’ve been working on something in this space (continuous testing + exploit validation + fix suggestions), and a few things keep coming up in conversations:

  • Even validated vulns still don’t always get fixed — they just compete with everything else
  • Proof-of-exploit is great, but teams still ask “what actually matters this week?”
  • Auto-generated fixes are promising, but trust varies a lot (especially for auth / logic changes)

Feels like we’re moving from:

I wanted to learn:

  • Are continuous pentesting tools actually useful in practice?
  • What % of findings (even high-quality ones) get fixed?
  • What’s still missing in your workflow?

What would make it easy for companies to continuously maintain a secure state?

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